This project seeks to estimate sport fish harvest and releases of rockfish in Alaska waters by improving on the Howard et al. (2020) methods and expand the time series back to 1977 when the statewide harvest survey (SWHS) was first implemented. This is essentially a Bayesian version of the Howard methods that allows for more appropriate and defensible sharing of information between areas, handles missing data in a more appropriate manor, accurately propagates uncertainty throughout the estimation procedure and replaces the Howard decision tree approach to low sample sizes with a hierarchical model. The methods and results for generating harvest estimates are generally consistent between the Bayesian model and the Howard methods. Harvest estimates are consistent with Howard estimates during contemporary times, but may differ based on more appropriate weighting of SWHS and logbook data, including estimating and correcting bias in the SWHS data.

The Bayesian methods depart from the Howard method in how releases are estimated. The Howard methods assume that the species composition of the harvests are equal to the species composition of released fish, which is clearly contraindicated in the logbook data. For instance, logbook data demonstrates that yelloweye have been retained at high levels up until restrictions were enacted in recent years, whereas pelagic rockfish were released in significant numbers in the past with retention increasing in recent years as they have become more prized by anglers. Recent prohibition on retaining yelloweye in Southeast Alaska highlights the shortcomings of the original Howard assumptions as the species composition of the harvest would indicate that no yelloweye were caught and released during the closure.

The Howard method for estimating releases for private anglers also relied on an expansion of the logbook release estimates based on the ratio of private:guided releases of all rockfish in the SWHS. In addition to the faulty assumptions about species composition, this method ignores potential bias in SWHS estimates of harvests and releases or at least assumes that the bias in release and harvests are the same. As demonstrated in Figure 1, the bias in those two quantities appears to be quite different based on the logbook data. The Bayesian model thus attempts to estimate release probabilities based on the logbook data coupled with bias corrected estimates from the SWHS.

Lastly, the Howard methods were only used on data beginning in 1999 with the advent of the logbook program and estimates of harvests and releases prior to that have been based on linear ramps from 1999 back to the perceived start of the fishery. The Bayesian methods allow us to expand the time series back to 1977 when the SWHS was implemented by leveraging regional data trends in species composition and the proportion of caught rockfish harvested by species and/or species complex. Key advantages of the Bayesian approach are highlighted in table 1.

Table 1. Summary of key improvements in reconstructiing sport fish removals of rockfish using the Bayesian model as compared to the Howard et al. (2020) methods.
Issue Howard Bayes
Time series 1999 - present 1977 - present
Bias in SWHS Not explicitly dealt with. Relies on logbook data and ratios of guided/unguided from SWHS data to estimate unguided releases and harvests. Explicitly estimates bias in SWHS harvest and release estimates based on logbook data.
Species composition of releases Assumes that species composition of releases is equal to that of the harvest, which is not evident in the logbook data. Recognizes different release probabilities by species / species assemblage and estimates it from logbook data and bias corrected SWHS data
Sample size limitations Uses sample size threshholds such that when areas fall below those threshholds values are borrowed from nearby areas. Uses a hierarchichacal modelling approach that shares information between areas in the same region. Thus all data is used, even with small sample sizes. This is a more sound method that avoids assumptions and uses all of the data.
Error propogation Error is propogated when variance estimates are available, but there is uncertainty associated with borrowing values from nearby areas, or the assumption of species compositions being identical in harvest and releases, are not dealt with. By breaking the assumption that species composition is equal between harvests and releases, uncertainty in the release estimates is more reflective of the fishery. Furthermore, the hyerarchichal approach more accurately captures uncertainy within and between areas within a region.

Data

Harvest data was available for 22 commercial fishing management areas in Southcentral and Southeast Alaska. Areas with negligible rockfish harvest were pooled with adjacent areas for analysis. Specifically the Aleutian and Bering areas were pooled into an area labeled BSAI; the IBS and EKYT were pooled into an area labeled EKYKT; the Southeast, Southwest, SAKPEN and Chignik areas were pooled into an area labeled SOKO2PEN and the Westside and Mainland areas were pooled into an area labeled WKMA.

Stateside Harvest Survey (SWHS)

Statewide harvest survey estimates of rockfish catch and harvest are available for 28 years (1996-2023) for all users and for 13 years (2011-2023) for guided anglers (Figure 0). Additionally, there are overall harvest estimates from 1977- 1995 and release estimates from 1990-1995 that required some partitioning to ascribe to current management units. Harvests in unknown areas were apportioned based on harvest proportions in 1996. Variance estimates are not available for pre-1996 data and as such, the maximum observed coefficient of variation (cv) in each commercial fisheries management unit was applied to the pre-1996 values.

**Figure 1.**- Data sources for estimating rockfish harvests and releases in ADF&G commercial fisheries management units. Note that initial rockfish harvest estimates were not differentiated into species assemblage or species until 1998 when logbooks began differentiating by pelagic and non-pelagic. Logbooks began to collect data on yelloweye beginning in 2006. Port sampling programs to gather data on species composition of harvests began in 1996 in Southcentral and Kodiak and in 2006 in Southeast.

Figure 1.- Data sources for estimating rockfish harvests and releases in ADF&G commercial fisheries management units. Note that initial rockfish harvest estimates were not differentiated into species assemblage or species until 1998 when logbooks began differentiating by pelagic and non-pelagic. Logbooks began to collect data on yelloweye beginning in 2006. Port sampling programs to gather data on species composition of harvests began in 1996 in Southcentral and Kodiak and in 2006 in Southeast.


SWHS estimates are believed to be biased to some degree. These modelling efforts aim to estimate and correct for that bias with the assumption that logbook records are a census of guided harvests and releases.

SWHS Rockfish release estimates are inferred from the difference between catch and harvest estimates.

Adam noted that the first 5 years (23 years counting the historical data) in the SWHS data set for PWSO seem unreasonable (close to zero and not corroborated with logbook estimates). Adam recommended setting these harvests to unknown, but current model development has included the data. Once a satisfactory model has been identified we will exam the effects of censoring the PWSO data.

Creel Surveys

NA

Guide Logbooks

Sport fishing guides have been required to report their harvest of rockfish for 26 years (1998-2023). Reported harvest is also available by assemblage (pelagic vs. non-pelagic). Harvest of yelloweye and “other” (non-pelagic, non-yelloweye) rockfish were reported separately beginning in 2006.

Logbooks also record the number of rockfish released for the same categories. However, the reliability of the release data is somewhat questionable as reported releases are generally far lower than that estimated by the SWHS. As such several treatments of the data are considered.

Logbook versus SWHS estimates

Estimates of guided harvests and releases from the SWHS do not align with the census from charter logbooks. Logbook harvest reports are generally considered reliable and are used to assess the bias in SWHS reports. However, there is even greater disparity between release estimates in the two sources and it is debatable whether logbook releases should be treated as a census. The Howard et al. (2020) methods do treat the logbook release data as “true” and thus are considerably less than would be estimated from the SWHS data.

**Figure 2.**- SWHS harvest (left) and release (right) estimates from guided trips (x-axis) versus repoted harvests from charter logbooks (y-axis).

Figure 2.- SWHS harvest (left) and release (right) estimates from guided trips (x-axis) versus repoted harvests from charter logbooks (y-axis).


A note on model development

To evaluate the discrepancy in apparent bias in harvest and release data, several models were explored to estimate releases during model development. One method (\(LB_{fit}\)) considers the logbook release data to be reliable and a second method (\(LB_{cens}\)) treated the logbook release data as estimates of the minimum released, thus giving more weight to SWHS release estimates. A third method (\(LB_{hyb}\)) is a hybrid approach that treats reported releases of yelloweye as reliable but total rockfish and pelagic rockfish releases as minimums. Model development revealed a tension between the total and pelagic logbook releases and the yelloweye logbook releases. This tensions eventually highlighted the different release/retention probabilities between yelloweye and pelagics in the logbook data and prompted the current approach whereby that probability was calculated for the three main species complexes covered in the data: pelagics, yelloweye, and “other”. The methods described here follow the (\(LB_{fit}\)) formulation. Based on model behavior it is unlikely that the (\(LB_{cens}\)) model would work as there would not be enough data to estimate release probabilities. However, it may be worth running the (\(LB_{hyb}\)) approach as a sensitivity test at the very least.

Composition data

Harvest sampling data exists from Gulf of Alaska areas since 1996 and from Southeast Alaska areas since 2006. Port sampling data is comprised of the number of total rockfish, pelagic and non-pelagic rockfish, black rockfish and yelloweye rockfish. In Southeast Alaska, the number of Demersal Shelf Rockfish (DSR, of which yelloweye are one species) and slope rockfish are also recorded.

Process equations

The true harvest \(H_{ay}\) of rockfish for area \(a\) during year \(y\) is assumed to follow a temporal trend defined by a penalized spline:

\[\begin{equation} \textrm{log}(H_{ay})~\sim~\textrm{Normal}(f(a,y), {\sigma_H}) \end{equation}\]

where \(f(a,y)\) in a p-spline basis with 7 components (knots) and a second degree penalty. The variance, \(\sigma_H\), was given a normal prior with a mean and standard deviation of 0.25 and 1, respectively.

Charter and private harvest \(H_{ayu}\) (where u = 1 for charter anglers and u = 2 for private anglers) is a fraction of total annual harvest in each area:

\[\begin{equation} H_{ay1}~=~H_{ay}P_{(user)ay1}\\H_{ay2}~=~H_{ay}(1-P_{(user)ay1}) \end{equation}\]

where \(P_{(user)ay1}\) is the fraction of the annual harvest in each area taken by charter anglers. \(P_{(user)ay1}\) was modeled hierarchically across years as:

\[\begin{equation} P_{(user)ay1}~\sim~\textrm{beta}(\lambda1_a, \lambda2_a) \end{equation}\]

with non-informative priors on both parameters.

Annual black rockfish harvest \(H_{(black)ayu}\) for each area and user group is:

\[\begin{equation} H_{(black)ayu}~=~H_{ayu}P_{(pelagic)ayu}P_{(black|pelagic)ayu} \end{equation}\]

where \(P_{(pelagic)ayu}\) is the fraction of the annual harvest for each area and user group that was pelagic rockfish and \(P_{(black|pelagic)ayu}\) is the fraction of the annual harvest of pelagic rockfish for each area and user group that was black rockfish.

The southeast region also tracks two other non-pelagic rockfish assemblages, demersal shelf rockfish (DSR, which includes yelloweye) and slope rockfish. For the southeast region the harvest of those two assemblages is thus

\[\begin{equation} H_{(DSR)ayu}~=~H_{ayu}(1-P_{(pelagic)ayu})P_{(DSR|non-pelagic)ayu}\\ H_{(slope)ayu}~=~H_{ayu}(1-P_{(pelagic)ayu})P_{(slope|non-pelagic)ayu}\\ \end{equation}\]

where \(P_{(DSR|non-pelagic)ayu}\) and \(P_{(slope|non-pelagic)ayu}\) are the fractions of the annual harvest of non-pelagic rockfish for each area and user group that were DSR and slope rockfish, respectively.

Annual yelloweye rockfish harvest \(H_{(yelloweye)ayu}\) for each area and user group is calculated differently for central/Kodiak areas and southeast areas. For central and Kodiak areas yelloweye rockfish harvests are calculated as

\[\begin{equation} H_{(yelloweye)ayu}~=~H_{ayu}(1-P_{(pelagic)ayu})P_{(yelloweye|non-pelagic)ayu} \end{equation}\]

where \(P_{(yellow|non-pelagic)ayu}\) is the fraction of the annual harvest of non-pelagic rockfish for each area and user group that was yelloweye rockfish.

For southeast areas yelloweye harvests are a fraction of the DSR harvests such that

\[\begin{equation} H_{(yelloweye)ayu}~=~H_{(DSR)ayu}P_{(yelloweye|DSR)ayu} \end{equation}\]

The composition parameters \(P_{(comp)ayu}\), were modeled using a logistic curve that would allow hindcasting without extrapolating beyond the limit of observed values such that:

\[\begin{equation} \textrm{logit}(P_{(comp)ayu})~=~\beta0_{(comp)ayu} + \frac{\beta1_{(comp)ayu}}{(1 + exp(\beta2_{(comp)ayu}*(y - \beta3_{(comp)ayu})))} + \beta4_{(comp)ayu}*I(u=private)+re_{(comp)ayu} \end{equation}\]

where the \(\beta\) parameters define the intercept, scaling factor, slope, inflection point and private angler effect, respectively, \(y\) is the year index, \(I(u=private)\) is an index variable which is 1 when the user groups is private and 0 otherwise and \(re_{(comp)ayu}\) is a random effect with a non-informative prior. \(\beta\) parameters were modeled hierarchically by region. When \(\beta\) parameters were inestimable as a result of no discernible change in composition over the observed time period. \(\beta1\) (scaling factor) and \(\beta2\) (slope) were fixed to 0 so that the long term mean value was used for hindcasting.

The true number of released rockfish \(R_{ayu}\) were based on the proportion of the total catch harvested, \(pH_{(comp)ayu}\), by area, year, user group and species grouping. Because release data from the SWHS is for all rockfish and the release data from logbooks is only subdivided into pelagics, yelloweye and “other” (non-pelagic, non-yelloweye), we only estimated \(pH_{(comp)ayu}\) for those categories. Thus, converting \(H_{(comp)ayu}\) to total catches by user group, \(C_{(comp)ayu}\), with \(pH_{(comp)ayu}\) results in estimates of total releases such that

\[\begin{equation} R_{(comp)ayu}~=~ C_{(comp)ayu} - H_{(comp)ayu} ~=~ \frac{H_{(comp)ayu}}{pH_{(comp)ayu}} - H_{(comp)ayu} \end{equation}\]

with total releases equal to the sum of the compositional releases. For non-yelloweye DSR and Slope rockfish assemblages in Southeast Alaska \(R_{(DSR)ayu}\) and \(R_{(slope)ayu}\) were estimated from \(R_{(other)ayu}\) using the species composition data from the harvest, thus assuming that slope and DSR assemblages were caught and released at the same rates.

The proportion harvest parameters for \(pH_{(comp)ayu}\) were modeled using a logistic curve that would allow hindcasting based on trends in the data without extrapolating beyond the range of observed values such that

\[\begin{equation} \textrm{logit}(pH_{(pH)ayuc})~=~\beta0_{(pH)ayu} + \frac{\beta1_{(pH)ayuc}}{(1 + exp(\beta2_{(pH)ayuc}*(y - \beta3_{(pH)ayuc})))} + \beta4_{(pH)ayuc}*I(u=private)+re_{(pH)ayuc} \end{equation}\]

A random effect term allowed estimation during the historical period when data is available, but the curve defined by the above equation determined release estimates between 1977 and 1990. As with the compositional trends, \(\beta\) parameters were modeled hierarchically by region. When \(\beta\) parameters were inestimable as a result of no discernable change in harvest probability over the observed time period, \(\beta1\) (scaling factor) and \(\beta2\) (slope) were fixed to 0 so that the long term mean value was applied.

Release mortality (i.e., the number of released rockfish expected to die) was calculated assuming fixed mortality rates developed in each of the regions. Deep water release (DWR) devices were mandated for charter fleets in 2013 and rates were derived from CITATION. Southeast applies basic rates estimated in these studies while Southcentral and Kodiak rates were derived by using historical depth-of-release data to adjust the rates based on area and user group.

The total number of mortalities by year, area, user and species/species assemblage in numbers was calculated by summing harvests and release mortality such that

\[\begin{equation} M_{(comp)ayu}~=~ H_{(comp)ayu} + m_{R-(comp)ayu} * R_{(comp)ayu} \end{equation}\]

where \(m_{R-(comp)ayu}\) is the release mortality rate by year, area, user and species (Figure XX).

Total removals in biomass were converted using the average weight of fish from port sampling?. A minimum sample size per year of X fish was used as the cutoff for including in the data set. Weights were modeled hierarchically to estimate weights in years when data was missing. The total biomass of removals by year, area, user and species was thus

\[\begin{equation} B_{(comp)ayu}~=~ \overline{wt}_{(comp)ayu} * M_{(comp)ayu} \end{equation}\]

where \(\overline{wt}_{(comp)ayu}\) is the mean weight by species, area, user and year.

Observation equations

SWHS estimates of annual rockfish harvest \(\widehat{SWHS}_H{ay}\) were assumed to index true harvest:

\[\begin{equation} \widehat{SWHS}_H{ay}~\sim~\textrm{LogNormal}\left(\textrm{log}(H_{ay}b_{ay}), \sigma_{SWHSHay}^2\right) \end{equation}\]

where bias in the SWHS harvest estimates \(b_H{ay}\) is modeled hierarchically across years as:

\[\begin{equation} b_H{ay}~\sim~\textrm{Normal}(\mu_H{(b)a}, \sigma_H{(b)a}) \end{equation}\]

with non-informative priors on both parameters.

SWHS estimates of guided angler harvest \(\widehat{SWHS}_H{ay1}\) are related to total harvest by:

\[\begin{equation} \widehat{SWHS}_H{ay1}~\sim~\textrm{LogNormal}\left(\textrm{log}(H_{ay1}b_{ay}), \sigma_{SWHS_{ay1}}^2\right) \end{equation}\]

Reported guide logbook harvest \(\widehat{LB}_H{ay}\) is related to true harvest as:

\[\begin{equation} \widehat{LB}_H{ay}~\sim~\textrm{Poisson}(H_{ay1})\\ \widehat{LB}_H{(pelagic)ay}~\sim~\textrm{Poisson}(H_{ay1}P_{(pelagic)ay1})\\ \widehat{LB}_H{(yelloweye)ay}~\sim~\textrm{Poisson}(H_{(yelloweye)ay1})\\ \widehat{LB}_H{(nonpel,nonye)ay}~\sim~\textrm{Poisson}(H_{(nonpel,nonye)ay1})\\ \end{equation}\]

Note that for central and Kodiak areas \(H_{(nonpel,nonye)ay1}\) is equal to the total harvest minus pelagic and yelloweye harvests. For southeast areas \(H_{(nonpel,nonye)ay1}\) is equal to the sum of the DSR and slope harvests minus yelloweye harvests.

SWHS estimates of annual rockfish releases \(\widehat{SWHS}_R{ay}\) were assumed to index true releases in a similar fashion and thus modeled similarly. As such, the release data are related to true releases just as harvests were modeled such that:

\[\begin{equation} \widehat{LB}_R{ay}~\sim~\textrm{Poisson}(R_{ay1})\\ \widehat{LB}_R{(pelagic)ay}~\sim~\textrm{Poisson}(R_{ay1}P_{(pelagic)ay1})\\ \widehat{LB}_R{(yelloweye)ay}~\sim~\textrm{Poisson}(R_{(yelloweye)ay1})\\ \widehat{LB}_R{(nonpel,nonye)ay}~\sim~\textrm{Poisson}(R_{(nonpel,nonye)ay1})\\ \end{equation}\]

Because logbook release data is more questionable and demonstrates greater disagreement with SWHS estimates (Figure 1), a second approaches was considered that loosened the assumption that logbook releases were a census. Methods explored to develope \(LB_{hyb}\) and \(LB_{cens}\) models are detailed at the end of this section.

SWHS estimates of guided angler release \(\widehat{SWHS}_R{ay1}\) is modeled the same as harvests.

SWHS release bias was modeled independently of the harvest bias \(b_H{ay}\) such that

\[\begin{equation} b_R{ay}~\sim~\textrm{Normal}(\mu_R{(b)a}, \sigma_R{(b)a}) \end{equation}\]

where bias in the SWHS release estimates \(b_R{ay}\) is modeled hierarchically across years as:

\[\begin{equation} b_R{ay}~\sim~\textrm{Normal}(\mu_R{(b)a}, \sigma_R{(b)a}) \end{equation}\]

with non-informative priors on both parameters.

The number of pelagic rockfish sampled in harvest sampling programs \(x_{(pelagic)ayu}\) follow a binomial distribution:

\[\begin{equation} x_{(pelagic)ayu}~\sim~\textrm{Binomial}(P_{(pelagic)ayu}, N_{ayu}) \end{equation}\]

where \(N_{ayu}\) is the total number of rockfish sampled in area \(a\) during year \(y\) form user group \(u\). The number of black rockfish sampled in harvest sampling programs was thus a proportion of the pelagic harvests

\[\begin{equation} x_{(black)ayu}~\sim~\textrm{Binomial}(P_{(black)ayu}, N_{ayu}^{pel}) \end{equation}\]

Yelloweye rockfish in Southcentral and Kodiak were modeled similarly as a proportion of the total number of non-pelagics such that

\[\begin{equation} x_{(yellow_{R2})ayu}~\sim~\textrm{Binomial}(P_{(yellow_{R2})ayu}, N_{ayu}^{nonpel}) \end{equation}\]

Southeast areas have several other non-pelagic groupings such that DSR and slope rockfish are a proportion of non-pelagics

\[\begin{equation} x_{(DSR)ayu}~\sim~\textrm{Binomial}(P_{(DSR)ayu}, N_{ayu}^{nonpel}) \end{equation}\]

and

\[\begin{equation} x_{(slope)ayu}~\sim~\textrm{Binomial}(P_{(slope)ayu}, N_{ayu}^{nonpel}) \end{equation}\]

with yelloweye in southeast a proportion of the DSR harvest

\[\begin{equation} x_{(yellow_{R1})ayu}~\sim~\textrm{Binomial}(P_{(yellow_{R1})ayu}, N_{ayu}^{DSR}). \end{equation}\].

Kodiak has limited port sampling beyond the main harbors but has a robust hydroacoustic survey that is used to quantify black rockfish abundance across the management area and uses stereocameras to derive species compositions of the hydroacoustic data. This data was used as supplementary data to further inform the model to the proportion of pelagic rockfish that are black in Kodiak areas. Angler landings in Kodiak show a higher proportion of black rockfish relative to the hydroacoustic survey and thus the proportion of black rockfish in the hydroacoustic sample related to the true proportion such that

\[\begin{equation} P_{(black|pelagic)ayu}^{HA} ~\sim~ P_{(black|pelagic)ayu} + ae_{au} \end{equation}\].

where \(ae_{au}\) is the angler effect for each area and user group modeled hierarchically around a mean of 0. Predicted \(P_{(black|pelagic)ayu}^{HA}\) assumed a beta distribution such that

\[\begin{equation} P_{(black|pelagic)ayu}^{HA} ~\sim~ beta(\alpha_{HA},\beta_{HA}) \end{equation}\]

where

\[\begin{equation} \alpha_{HA} ~=~ (P_{(black|pelagic)ayu}^{HA})^2 * \frac{1 - P_{(black|pelagic)ayu}^{HA}}{\frac{var_{P_{HA}}-1}{P_{(black|pelagic)ayu}^{HA}}}, \end{equation}\]

\[\begin{equation} \beta_{HA} ~=~ (\alpha_{HA}) * \frac{1}{P_{(black|pelagic)ayu}^{HA} - 1}, \end{equation}\]

\[\begin{equation} var_{P_{HA}} ~=~ (P_{(black|pelagic)ayu}^{HA} * cvP_{(black|pelagic)ayu}^{HA})^2 \end{equation}\]

where \(cvP_{(black|pelagic)ayu}^{HA}\) is the coefficient of variation for the hydroacoustic proportions

\[\begin{equation} cvP_{(black|pelagic)ayu}^{HA} ~=~ \frac{\sqrt{varP_{(black|pelagic)ayu}^{HA}}}{P_{(black|pelagic)ayu}^{HA}} \end{equation}\]

and the variance is approximated using the XXXX method as

\[\begin{equation} varP_{(black|pelagic)ayu}^{HA} ~=~ (\frac{1}{n_{pel}})^2 * varN_{black} + (\frac{n_{black}}{n_{pel}^2}) * varN_{pel} \end{equation}\]

where \(varN_{black}\) and \(varN_{black}\) are the variance of the estimated number of black and pelagic rockfish in the hydroacoustic survey, respectively (CITATION).

The average weight of rockfish by species, user, area and year was modeled hierarchically at several levels within regions such that

\[\begin{equation} wt_{(comp)ayu} ~\sim~ Normal(wt_{(comp)au},\sigma_{wt_{(comp)au}}) ~\sim~ Normal(wt_{(comp)a},\sigma_{wt_{(comp)a}}) ~\sim~ Normal(wt_{(comp)region},\sigma_{wt_{(comp)region}}) \end{equation}\]

where region refers to Kodiak, Southcentral and Southeast. Mean weights and variance were calculated as XXX.

Alternative likelihoods for release estimates

To loosen the assumption that logbook release data are an effective census of true releases I explored models that treated logbook release estimates as a lower bound on the estimate of true releases. In a hybrid approach yelloweye and non-pelagic releases are regarded as a reliable census (given the emphasis and ease of recording these fish) but censors the pelagic and total rockfish release estimates (where censoring implies NA values) such that

\[\begin{equation} \text{censored} \widehat{LB}_R{ay}~\sim~\textrm{LogNormal}\left(\log(R_{ay}), 1\right)\text{T}\left(\widehat{LB}_R{ay}, \infty\right) \\ \text{censored} \widehat{LB}_R{(pelagic)ay}~\sim~\textrm{LogNormal}\left(\log(R_{(pelagic)ay}), 1\right)\text{T}\left(\widehat{LB}_R{(pelagic)ay}, \infty\right) \\ \widehat{LB}_R{(yelloweye)ay}~\sim~\textrm{Poisson}(R_{(yelloweye)ay1})\\ \widehat{LB}_R{(nonpel,nonye)ay}~\sim~\textrm{Poisson}(R_{(nonpel,nonye)ay1})\\ \end{equation}\]

This model formulation failed such that there was not enough data to inform pelagic releases and the values did not seem valid. A second approach is being explored that fits the censored data using a lognormal distribution centered around the logbook release value, but also with a lower bound equal to the number of recorded releases such that

\[\begin{equation} \widehat{LB}_R{ay}~\sim~\textrm{LogNormal}\left(\log(R_{ay}), \sigma_{Ray1}^2\right)\text{T}\left(\widehat{LB}_R{ay}, \infty\right) \\ \widehat{LB}_R{(pelagic)ay}~\sim~\textrm{LogNormal}\left(\log(R_{(pelagic)ay}), \sigma_{Ray1}^2\right)\text{T}\left(\widehat{LB}_R{(pelagic)ay}, \infty\right) \\ \widehat{LB}_R{(yelloweye)ay}~\sim~\textrm{Poisson}(R_{(yelloweye)ay1})\\ \widehat{LB}_R{(nonpel,nonye)ay}~\sim~\textrm{Poisson}(R_{(nonpel,nonye)ay1})\\ \end{equation}\]

Logbook data is assumed to be a census and as such there is no estimate of uncertainty. As of this writing, several methods are being examined for how to treat \(\sigma_{Ray1}^2\). Models are being run that attempt to allow the model to estimate \(\sigma_{Ray1}^2\) with priors. A simple model applies a uniform prior (0.1,50) to \(\sigma_{Ray1}^2\). A hierarchichal approach based on regions is also being examined whereby \(\sigma_{Ray1}^2\) is lognormally distributed around hyper priors \(\mu_{\sigma_R}\) and \(\sigma_{\sigma_R}\). Initial efforts have applied a uniform prior on \(\mu_{\sigma_R}\) between 1 and 50 and on \(\sigma_{\sigma_R}\) between 0 and 10.

Priors.

Priors range from uninformative to very informative or fixed. Priors for compositional logistic parameters are in Table 2 and proportion harvest logistic parameters are in Table 3. Until I figure out how to make a nice table in Rmarkdown, please refer to the attached spreadsheet and comp and harvp tabs.

Unresolved issues and outstanding questions:

  1. Reliability of unguided release estimates: These estimates have the least information feeding them and rely on the bias-corrected SWHS release estimates of all rockfish and the trends in release probability evident in the logbook data. The \(\beta4\) term that estimates the guided/unguided effect was given a very informative prior that tied the release probability of private anglers tightly to that of the charter fleet. The model is then trying to balance the three species complex estimates (pelagic, yelloweye and other) so that they sum to the total unguided releases estimated from the bias corrected SWHS data. For the most part this seems reasonable and appears to work, but there are certain areas where the estimates are “wonky”:

    1. Total rockfish releases more or less align with the total releases estimated with the Howard methods. Presumably, much of the discrepancy results from the substantial bias in release estimates from the SWHS. Interestingly, the logbook data indicates that the SWHS underestimates harvests but overestimates releases by a significant factor (Figure 23 and 24 below).
    2. In general, release estimates of black rockfish are substantially lower than those calculated using the Howard methods. Presumably, much of this derives from the bias correction of the SWHS release estimates.
    3. Yelloweye release estimates also differ considerably from the Howard estimates, but unlike black rockfish are sometimes lower and sometimes higher. Two areas in particular are a little head scratching. Yelloweye releases in the Kodiak Northeast area in particular are significantly lower than for guided anglers with the same pattern evident in Cook Inlet to a lesser extent. Cook Inlet yelloweye numbers are very small, so this is a sample size issue with little consequence. The cause of the Kodiak northeast estimates is not clear to me at this point, but the model estimates the proportion harvested by unguided anglers to be much lower than that of guided anglers, even with the informative prior on \(\beta4\). This must be a product of the bias corrected SWHS release estimates and how the model is partitioning that estimate into the 3 species complexes, but itis a bit a of head scratcher.
  2. Proportion guided estimates: There is not much data on this proportion prior to 2011 and it is not modeled with any sort of trend as was done for species composition and harvest proportions. With the exception of Cook Inlet and North Gulf Coast areas, there is little, if any, trend apparent in the data and perhaps this approach is the best available given the data available. However, if there are data sources somewhere that could inform this part of the model they could be incorporated.

  3. Prior choices in general need to be vetted. The priors on the logistic curves are fairly informed in an effort to achieve the desired shapes for hindcasting. Ideally, sensitivity testing would occur but the model is very slow to converge. The beta parameters on the logistic curves have required a lot of work on the priors to reach convergence.

  4. Proportion harvest estimates for non-pelagic, non-yelloweye in Kodiak WKMA: I need to adjust the prior on the inflection point, \(\beta3\), so that it is forced to occur after 2006. Right now the model is estimating inflection in two Kodiak areas before that point where there is no data to justify a shift. The current inflection is a result of the hierachichal model.

  5. Proportion pelagic in PWS and CSEO: The parameters for these particular proportions are very slow to converge. For the CSEO, the estimates of the \(\beta\) parameters are similar to the other Southeast areas, but the mixing is poor over the length of the chains. In this case I think they will ultimately converge with a very long model run and the shape of the curve in the model output looks acceptable. For the two PWS areas the model seems to struggle with the disparate proportional data from the logbook and the port sampling. There is some wandering in the chains of the \(\beta0\) and \(\beta1\) terms and spikiness in the \(\beta2\) terms. I’ve been working on constraining the hyperpriors for PWS \(beta2\). Similar to CSEO, it may just entail a very long model run to reach convergence, but the shape of the curves looks reasonable.

Next steps:

Once the model is finalized, harvest and release numbers need to be converted into biomass removals. This is a two step process where release mortality estimates are applied to the release estimates to estimate the number of released rockfish that do not survive. This is based on studies and will reflect the values that the department has been using with the Howard methods. Region 2 (both Southcentral and Kodiak) have release-at-depth estimates from a number of years that they apply across all years and then calculate mortality rates based on those estiates. Southease does not have release-at-depth data and simply applies an assumed rate based on research.

Once release mortality is calculated average weight data is applied to convert numbers to biomass. The plan is to incorporate all of this into the model to propogate uncertainty into the posteriors. However, the model already takes a long time to run and I may explore a simpler approach using the posteriors from the numbers model to speed up processing.

Results

**Figure X.**- Rhat values and proportion of parameters that converged (Rhat < 1.1.)

Figure X.- Rhat values and proportion of parameters that converged (Rhat < 1.1.)

Estimate comparison

Since previous estimates of rockfish harvest have been produced these first 3 graphs will be used to show how the modeled estimates compare to the estimates produced earlier. For total rockfish the estimates are in general agreement although differences are noted. These estimates should be more reliable because they include both SWHS and guide logbook data, handle variance more appropriately, use hierarchical distributions when data is missing, directly consider observation error and are produced using reproducible research.

**Figure 3.**- Total rockfish harvests 1996-2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 3.- Total rockfish harvests 1996-2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.



**Figure 3.**- Total rockfish releases 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 3.- Total rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.


Notes from Adam: When looking at only black rockfish the most significant differences are for the Prince William Sound Inside area. I did not spend a great deal of time tracking this down although it looks like the previous version used bad values for \(P_{(black)ayu}\) for at least unguided anglers. For the moment I would ignore the results for BSIA and SOKO2SAP. I think it is possible to give approximate values for these areas but it will require a little more coding which I have yet to do.

**Figure 4.**- Black rockfish harvests 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 4.- Black rockfish harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.


And black rockfish releases…

**Figure 5.**- Black rockfish releases 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 5.- Black rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.





**Figure 6.**- Yellow rockfish harvests 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 6.- Yellow rockfish harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.



**Figure 7.**- Yellow rockfish releases 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 7.- Yellow rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.





**Figure 8.**- DSR rockfish (excluding yelloweye) harvests 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 8.- DSR rockfish (excluding yelloweye) harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.



**Figure 9.**- DSR rockfish releases (including yelloweye) 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 9.- DSR rockfish releases (including yelloweye) 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.



**Figure 11.**- Slope rockfish harvests 1996-2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 11.- Slope rockfish harvests 1996-2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.



**Figure 12.**- Slope rockfish releases 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 12.- Slope rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Total Biomass Removal Estimates

**Figure 13.**- Black rockfish estimated total removals in lbs in 1996--2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 13.- Black rockfish estimated total removals in lbs in 1996–2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.



**Figure 14.**- Yellow rockfish estimated total removals in lbs in 1996--2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 14.- Yellow rockfish estimated total removals in lbs in 1996–2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

**Figure 15.**- Pelagic rockfish estimated total removals in lbs in 1996--2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 15.- Pelagic rockfish estimated total removals in lbs in 1996–2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.


**Figure 16.**- Non-yelloweye, demersal shelf rockfish estimated total removals in lbs in 1996-2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 16.- Non-yelloweye, demersal shelf rockfish estimated total removals in lbs in 1996-2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.


**Figure 17.**- Slope rockfish estimated total removals in lbs in 1996-2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 17.- Slope rockfish estimated total removals in lbs in 1996-2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.


Model fit

Logbook residuals

**Figure 18.**- Residuals from logbook harvests.

Figure 18.- Residuals from logbook harvests.


SWHS residuals

**Figure 19.**- Residuals from SWHS harvests.

Figure 19.- Residuals from SWHS harvests.



**Figure 20.**- Residual of SWHS releases.

Figure 20.- Residual of SWHS releases.

Parameter estimates

P(Charter)

These histograms show the posterior distribution of the mean percent of rockfish harvested by the charter fleet.

**Figure 21.**- Mean percent of harvest by charter anglers.

Figure 21.- Mean percent of harvest by charter anglers.


When considered annually we see the percent of rockfish harvested by the charter fleet follows our data fairly well although the model smooths out the changes and we just do not have much information about this ratio. Prior to 2011 the percent charter is confounded with SWHS bias and should be mostly discounted.

**Figure 22.**- Annual estimates of the percent of harvest by charter anglers for 16 commerical fishing manamgent areas, 1996-2023.

Figure 22.- Annual estimates of the percent of harvest by charter anglers for 16 commerical fishing manamgent areas, 1996-2023.

P(Harvest)

These plots show the fitted logistic line to the proportion of caught rockfish that are harvested. These estimates are used for hindcasting catch estimates based on the harvest data in early years when catch estimates are unavailable.


**Figure 23.**- Annual proportion of pelagic rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available.

Figure 23.- Annual proportion of pelagic rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available.


**Figure 24.**- Annual proportion of yelloweye rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available.

Figure 24.- Annual proportion of yelloweye rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available.


**Figure 25.**- Annual proportion of non-pelagic, non-yelloweye rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note, that this is not estimated for Southeast areas because non=pelagics are divided between DSR (including yelloweye) and Slope species.

Figure 25.- Annual proportion of non-pelagic, non-yelloweye rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note, that this is not estimated for Southeast areas because non=pelagics are divided between DSR (including yelloweye) and Slope species.


**Figure 26.**- Annual proportion of DSR rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note that the observed logbook data is for all non-pelagic, non-yelloweye fish.

Figure 26.- Annual proportion of DSR rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note that the observed logbook data is for all non-pelagic, non-yelloweye fish.


**Figure 27.**- Annual proportion of Slope rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note that the observed logbook data is for all non-pelagic, non-yelloweye fish.

Figure 27.- Annual proportion of Slope rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note that the observed logbook data is for all non-pelagic, non-yelloweye fish.

SWHS bias

Figure 23 shows the mean estimate for SWHS bias in harvests and releases. Cook Inlet, North Gulf Coast and North Southeast Inside all look pretty good while most other areas have substantial bias. Prince William Sound Inside has the largest bias. Bias in release estimates is substantial and whereas the SWHS appears to underestimate harvests, it appears to greatly overestimates releases by a factor of 2 or more in most areas as derived from logbook reported releases.

**Figure 28.**- Mean SWHS bias for harvests and catches. Note that a bias < 1 indicates that the SWHS *underestimates* the true value and bias > 1 indicates the survey *overestimates* the true value.

Figure 28.- Mean SWHS bias for harvests and catches. Note that a bias < 1 indicates that the SWHS underestimates the true value and bias > 1 indicates the survey overestimates the true value.


Our estimates of SWHS harvest bias track observations fairly well when he have guided harvest estimates. The estimates of release bias in the SWHS data track observed patterns to an extent, but appear to smooth these more volatile disagreements with the logbook data. Adam postulated in his initial start on this that some of this could be the result of the estimates of the proportion guided. This value was not modelled with a trend and thus applies a constant estimate when hindcasting. Data on these relationships could greatly improve this model.

**Figure 29.**- Annual estimates of SWHS bias in harvests and releases for 16 commerical fishing manamgent areas, 1996-2023. Note that a bias < 1 indicates that the SWHS *underestimates* the true value and bias > 1 indicates the survey *overestimates* the true value.

Figure 29.- Annual estimates of SWHS bias in harvests and releases for 16 commerical fishing manamgent areas, 1996-2023. Note that a bias < 1 indicates that the SWHS underestimates the true value and bias > 1 indicates the survey overestimates the true value.

P(pelagic)

We model the percentage of pelagic rockfish in the harvest because we have the information for charter anglers (via logbooks) starting in 1998. Other than looking at the model estimates you can use Figure 25 to compare the two data streams for pelagic rockfish harvest. In general they are in agreement with major exceptions in Price William Sound inside, Prince William Sound outside (early in the time series) and South Southeast inside.

**Figure 30.**- Annual estimates of the percent of the sport harvest that was pelagic rockfish for 16 commerical fishing manamgent areas, 1996-2023.

Figure 30.- Annual estimates of the percent of the sport harvest that was pelagic rockfish for 16 commerical fishing manamgent areas, 1996-2023.

P(black|pelagic)

Note that in Southeast Alaska we only have composition data starting in 2006. Tania dug up old SE data, but it did not provide any useful data for species apportionment. For the most part, P(black|pelagic) is relatively constant across areas, with the exception of Cook Inlet and NSEI in Southeast AK. It may be worth discussing whether the shifts in those areas is a result of improved or changing species identification rather than actual shift in the species composition of the catch.

**Figure 31.**- Annual estimates of the percent of the sport harvest of pelagic rockfish that were black rockfish for 16 commerical fishing manamgent areas, 1996-2023. Kodiak panels include data from a hydroacoustic survey and the proportion of pelagic rockfish that are black in those areas (red) and the adjusted proportions based on obseved harvests for charter (blue) and private (cyan) users.

Figure 31.- Annual estimates of the percent of the sport harvest of pelagic rockfish that were black rockfish for 16 commerical fishing manamgent areas, 1996-2023. Kodiak panels include data from a hydroacoustic survey and the proportion of pelagic rockfish that are black in those areas (red) and the adjusted proportions based on obseved harvests for charter (blue) and private (cyan) users.

P(yelloweye|non-pelagic / yelloweye|DSR)

**Figure 32.**- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were yelloweye rockfish for 16 commerical fishing manamgent areas, 1996-2023. Note that P(yelloweye) is the the proportion relative to non-pelagics for Central and Kodiak areas but is relative to DSR for Southeast areas.

Figure 32.- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were yelloweye rockfish for 16 commerical fishing manamgent areas, 1996-2023. Note that P(yelloweye) is the the proportion relative to non-pelagics for Central and Kodiak areas but is relative to DSR for Southeast areas.

P(DSR|non-pelagic)

**Figure 33.**- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were DSR rockfish for 6 Southeast commerical fishing manamgent areas, 1996-2023.

Figure 33.- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were DSR rockfish for 6 Southeast commerical fishing manamgent areas, 1996-2023.

P(slope|non-pelagic)

**Figure 34.**- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were slope rockfish for 6 southeast commerical fishing manamgent areas, 1996-2023. Note that P(yelloweye) is the the proportion relative to non-pelagics for Central and Kodiak areas but is relative to DSR for Southeast areas.

Figure 34.- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were slope rockfish for 6 southeast commerical fishing manamgent areas, 1996-2023. Note that P(yelloweye) is the the proportion relative to non-pelagics for Central and Kodiak areas but is relative to DSR for Southeast areas.



P(slope|non-pelagic & non-yellowye) For release estimates

## NULL



Weight Fits

**Figure 35.**- Mean weights of black rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 35.- Mean weights of black rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.


**Figure 36.**- Mean weights of yelloweye rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 36.- Mean weights of yelloweye rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.


**Figure 37.**- Mean weights of non-black, pelagic rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 37.- Mean weights of non-black, pelagic rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.


**Figure 38.**- Mean weights of non-yelloweye, demersal shelf rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 38.- Mean weights of non-yelloweye, demersal shelf rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.


**Figure 39.**- Mean weights of slope rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 39.- Mean weights of slope rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.


Summary of unconverged parameters:

The proportion of unconverged species composition proportional estimates that are near the bounds of 0 or 1 is 0.2758621

The proportion of unconverged true parameters (defined as Rhat > 1.01) that are also in excess of an Rhat of 1.1 is 0.15 while 0.85 are less than 1.1.

Table Xa. Species proportion derived quantities that are not with 0.05 of the 0 and 1 bounds and are not converged relative to an Rhat of 1.01.

variable

area_n

year

user

mean

median

lower

upper

Rhat

sd

skew

area

p_slope

11

5

1

0.080

0.067

0.018

0.225

1.011

0.054

0.241

CSEO

p_pelagic

13

1

1

0.497

0.498

0.155

0.821

1.405

0.183

-0.005

NSEI

p_pelagic

13

1

2

0.292

0.271

0.063

0.641

1.328

0.155

0.135

NSEI

p_pelagic

13

10

1

0.511

0.518

0.174

0.832

1.332

0.176

-0.040

NSEI

p_pelagic

13

10

2

0.299

0.275

0.062

0.662

1.309

0.162

0.148

NSEI

p_pelagic

13

11

1

0.509

0.518

0.164

0.837

1.312

0.181

-0.050

NSEI

p_pelagic

13

11

2

0.295

0.272

0.063

0.635

1.321

0.154

0.149

NSEI

p_pelagic

13

12

1

0.507

0.514

0.171

0.828

1.355

0.179

-0.039

NSEI

p_pelagic

13

12

2

0.301

0.278

0.065

0.654

1.342

0.161

0.143

NSEI

p_pelagic

13

13

1

0.502

0.505

0.169

0.820

1.344

0.178

-0.017

NSEI

p_pelagic

13

13

2

0.298

0.273

0.066

0.651

1.301

0.157

0.160

NSEI

p_pelagic

13

14

1

0.481

0.482

0.146

0.816

1.453

0.183

-0.005

NSEI

p_pelagic

13

14

2

0.291

0.268

0.061

0.644

1.353

0.157

0.147

NSEI

p_pelagic

13

15

1

0.458

0.456

0.128

0.813

1.411

0.189

0.011

NSEI

p_pelagic

13

15

2

0.275

0.249

0.060

0.620

1.335

0.151

0.173

NSEI

p_pelagic

13

16

1

0.496

0.501

0.157

0.821

1.437

0.181

-0.028

NSEI

p_pelagic

13

16

2

0.292

0.267

0.067

0.640

1.308

0.157

0.159

NSEI

p_pelagic

13

17

1

0.495

0.496

0.162

0.820

1.297

0.176

-0.006

NSEI

p_pelagic

13

17

2

0.301

0.280

0.072

0.638

1.273

0.153

0.137

NSEI

p_pelagic

13

18

1

0.502

0.503

0.178

0.823

1.267

0.174

-0.006

NSEI

p_pelagic

13

18

2

0.302

0.282

0.067

0.635

1.290

0.153

0.131

NSEI

p_pelagic

13

19

1

0.493

0.493

0.170

0.824

1.288

0.177

0.000

NSEI

p_pelagic

13

19

2

0.302

0.278

0.072

0.650

1.247

0.154

0.156

NSEI

p_pelagic

13

2

1

0.500

0.507

0.160

0.816

1.391

0.179

-0.039

NSEI

p_pelagic

13

2

2

0.296

0.275

0.064

0.642

1.360

0.156

0.134

NSEI

p_pelagic

13

20

1

0.505

0.507

0.175

0.816

1.250

0.173

-0.012

NSEI

p_pelagic

13

20

2

0.305

0.284

0.074

0.643

1.218

0.151

0.139

NSEI

p_pelagic

13

21

1

0.517

0.523

0.193

0.825

1.191

0.171

-0.035

NSEI

p_pelagic

13

21

2

0.311

0.289

0.081

0.647

1.180

0.152

0.145

NSEI

p_pelagic

13

22

2

0.311

0.292

0.079

0.658

1.196

0.153

0.125

NSEI

p_pelagic

13

23

2

0.315

0.299

0.077

0.653

1.131

0.150

0.107

NSEI

p_pelagic

13

24

2

0.097

0.093

0.046

0.164

1.019

0.030

0.132

NSEI

p_pelagic

13

25

2

0.252

0.235

0.075

0.509

1.049

0.115

0.147

NSEI

p_pelagic

13

26

2

0.648

0.654

0.429

0.832

1.011

0.106

-0.057

NSEI

p_pelagic

13

3

1

0.504

0.511

0.171

0.828

1.409

0.179

-0.039

NSEI

p_pelagic

13

3

2

0.290

0.267

0.062

0.643

1.355

0.156

0.147

NSEI

p_pelagic

13

4

1

0.505

0.505

0.154

0.828

1.366

0.183

0.000

NSEI

p_pelagic

13

4

2

0.294

0.271

0.064

0.639

1.335

0.158

0.146

NSEI

p_dsr

13

47

1

0.083

0.082

0.053

0.125

1.012

0.019

0.053

NSEI

p_pelagic

13

5

1

0.502

0.507

0.156

0.821

1.403

0.179

-0.028

NSEI

p_pelagic

13

5

2

0.296

0.275

0.065

0.640

1.388

0.157

0.134

NSEI

p_pelagic

13

6

1

0.501

0.501

0.163

0.837

1.387

0.180

0.000

NSEI

p_pelagic

13

6

2

0.292

0.273

0.061

0.630

1.334

0.155

0.123

NSEI

p_pelagic

13

7

1

0.502

0.506

0.171

0.818

1.334

0.177

-0.023

NSEI

p_pelagic

13

7

2

0.298

0.276

0.063

0.652

1.378

0.161

0.137

NSEI

p_pelagic

13

8

1

0.508

0.511

0.167

0.828

1.389

0.180

-0.017

NSEI

p_pelagic

13

8

2

0.296

0.273

0.064

0.633

1.329

0.156

0.147

NSEI

p_pelagic

13

9

1

0.505

0.508

0.163

0.830

1.385

0.181

-0.017

NSEI

p_pelagic

13

9

2

0.298

0.271

0.065

0.654

1.347

0.158

0.171

NSEI

p_pelagic

14

1

1

0.407

0.397

0.130

0.739

1.063

0.164

0.061

NSEO

p_pelagic

14

1

2

0.392

0.378

0.116

0.736

1.056

0.166

0.085

NSEO

p_pelagic

14

10

1

0.404

0.396

0.128

0.731

1.048

0.163

0.049

NSEO

p_pelagic

14

10

2

0.391

0.378

0.117

0.715

1.048

0.162

0.080

NSEO

p_pelagic

14

11

1

0.411

0.396

0.126

0.744

1.048

0.168

0.089

NSEO

p_pelagic

14

11

2

0.385

0.372

0.118

0.720

1.063

0.163

0.080

NSEO

p_pelagic

14

12

1

0.408

0.398

0.127

0.736

1.043

0.162

0.062

NSEO

p_pelagic

14

12

2

0.390

0.379

0.111

0.737

1.039

0.165

0.067

NSEO

p_pelagic

14

13

1

0.406

0.396

0.127

0.732

1.061

0.161

0.062

NSEO

p_pelagic

14

13

2

0.395

0.384

0.118

0.728

1.063

0.164

0.067

NSEO

p_pelagic

14

14

1

0.402

0.392

0.125

0.737

1.067

0.162

0.062

NSEO

p_pelagic

14

14

2

0.393

0.380

0.112

0.736

1.045

0.165

0.079

NSEO

p_pelagic

14

15

1

0.387

0.376

0.116

0.713

1.043

0.159

0.069

NSEO

p_pelagic

14

15

2

0.383

0.367

0.115

0.730

1.047

0.164

0.097

NSEO

p_pelagic

14

16

1

0.427

0.421

0.146

0.744

1.063

0.162

0.037

NSEO

p_pelagic

14

16

2

0.403

0.393

0.127

0.737

1.053

0.164

0.061

NSEO

p_pelagic

14

17

1

0.378

0.365

0.112

0.724

1.069

0.162

0.080

NSEO

p_pelagic

14

17

2

0.374

0.362

0.109

0.716

1.058

0.162

0.074

NSEO

p_pelagic

14

18

1

0.389

0.375

0.122

0.730

1.067

0.160

0.087

NSEO

p_pelagic

14

18

2

0.381

0.371

0.110

0.719

1.063

0.162

0.062

NSEO

p_pelagic

14

19

1

0.422

0.411

0.146

0.751

1.069

0.162

0.068

NSEO

p_pelagic

14

19

2

0.398

0.384

0.116

0.741

1.063

0.167

0.084

NSEO

p_pelagic

14

2

1

0.405

0.394

0.133

0.736

1.060

0.161

0.068

NSEO

p_pelagic

14

2

2

0.392

0.378

0.114

0.738

1.048

0.165

0.085

NSEO

p_pelagic

14

20

1

0.396

0.383

0.126

0.723

1.069

0.160

0.081

NSEO

p_pelagic

14

20

2

0.390

0.377

0.123

0.723

1.045

0.163

0.080

NSEO

p_pelagic

14

21

1

0.401

0.388

0.130

0.725

1.061

0.159

0.082

NSEO

p_pelagic

14

21

2

0.401

0.385

0.124

0.757

1.049

0.167

0.096

NSEO

p_pelagic

14

22

2

0.393

0.385

0.115

0.738

1.050

0.164

0.049

NSEO

p_pelagic

14

23

2

0.386

0.370

0.116

0.742

1.037

0.166

0.096

NSEO

p_pelagic

14

24

2

0.385

0.367

0.122

0.725

1.052

0.162

0.111

NSEO

p_pelagic

14

25

2

0.378

0.363

0.119

0.713

1.036

0.157

0.096

NSEO

p_pelagic

14

26

2

0.384

0.367

0.119

0.723

1.033

0.160

0.106

NSEO

p_pelagic

14

27

2

0.400

0.387

0.128

0.731

1.033

0.164

0.079

NSEO

p_pelagic

14

28

2

0.169

0.160

0.061

0.329

1.017

0.069

0.131

NSEO

p_pelagic

14

3

1

0.404

0.392

0.127

0.744

1.059

0.165

0.073

NSEO

p_pelagic

14

3

2

0.391

0.378

0.120

0.740

1.061

0.164

0.079

NSEO

p_pelagic

14

4

1

0.404

0.388

0.131

0.745

1.040

0.165

0.097

NSEO

p_pelagic

14

4

2

0.391

0.379

0.111

0.738

1.052

0.166

0.072

NSEO

p_pelagic

14

5

1

0.400

0.388

0.122

0.725

1.065

0.161

0.075

NSEO

p_pelagic

14

5

2

0.394

0.383

0.126

0.734

1.050

0.163

0.068

NSEO

p_pelagic

14

6

1

0.401

0.393

0.128

0.726

1.053

0.160

0.050

NSEO

p_pelagic

14

6

2

0.394

0.378

0.124

0.735

1.077

0.167

0.096

NSEO

p_pelagic

14

7

1

0.406

0.394

0.135

0.736

1.054

0.161

0.075

NSEO

p_pelagic

14

7

2

0.391

0.376

0.112

0.726

1.060

0.164

0.091

NSEO

p_pelagic

14

8

1

0.404

0.394

0.130

0.723

1.043

0.159

0.063

NSEO

p_pelagic

14

8

2

0.392

0.378

0.113

0.736

1.067

0.166

0.084

NSEO

p_pelagic

14

9

1

0.404

0.388

0.129

0.748

1.052

0.164

0.098

NSEO

p_pelagic

14

9

2

0.392

0.380

0.115

0.741

1.054

0.165

0.073

NSEO

p_yellow

15

1

1

0.420

0.407

0.148

0.742

1.015

0.158

0.082

SSEI

p_yellow

15

12

1

0.427

0.417

0.147

0.735

1.019

0.157

0.064

SSEI

p_yellow

15

14

1

0.427

0.421

0.150

0.753

1.012

0.157

0.038

SSEI

p_yellow

15

22

1

0.427

0.418

0.145

0.734

1.010

0.157

0.057

SSEI

p_slope

15

25

1

0.238

0.218

0.061

0.541

1.020

0.126

0.159

SSEI

p_slope

15

26

1

0.241

0.225

0.066

0.517

1.012

0.116

0.137

SSEI

p_slope

15

29

1

0.219

0.202

0.063

0.486

1.022

0.111

0.154

SSEI

p_dsr

15

45

1

0.073

0.072

0.042

0.107

1.016

0.017

0.060

SSEI

p_yellow

15

5

1

0.424

0.415

0.147

0.741

1.011

0.157

0.057

SSEI

p_yellow

15

6

1

0.425

0.417

0.152

0.735

1.011

0.156

0.051

SSEI

p_pelagic

16

1

1

0.433

0.424

0.117

0.789

1.394

0.183

0.049

SSEO

p_pelagic

16

1

2

0.403

0.393

0.105

0.768

1.422

0.179

0.056

SSEO

p_pelagic

16

10

1

0.442

0.434

0.139

0.784

1.238

0.176

0.046

SSEO

p_pelagic

16

10

2

0.411

0.405

0.109

0.756

1.297

0.176

0.034

SSEO

p_pelagic

16

11

1

0.448

0.441

0.140

0.777

1.282

0.173

0.041

SSEO

p_pelagic

16

11

2

0.412

0.402

0.108

0.752

1.321

0.174

0.057

SSEO

p_pelagic

16

12

1

0.453

0.450

0.140

0.782

1.232

0.174

0.017

SSEO

p_pelagic

16

12

2

0.418

0.413

0.115

0.766

1.290

0.174

0.029

SSEO

p_pelagic

16

13

1

0.454

0.449

0.153

0.797

1.223

0.172

0.029

SSEO

p_pelagic

16

13

2

0.414

0.401

0.113

0.770

1.261

0.177

0.074

SSEO

p_pelagic

16

14

1

0.443

0.436

0.146

0.787

1.192

0.172

0.041

SSEO

p_pelagic

16

14

2

0.414

0.404

0.116

0.759

1.229

0.172

0.058

SSEO

p_pelagic

16

15

1

0.455

0.451

0.157

0.795

1.172

0.170

0.024

SSEO

p_pelagic

16

15

2

0.424

0.416

0.132

0.772

1.220

0.170

0.047

SSEO

p_pelagic

16

16

1

0.448

0.438

0.150

0.789

1.125

0.171

0.058

SSEO

p_pelagic

16

16

2

0.428

0.421

0.133

0.763

1.188

0.169

0.041

SSEO

p_pelagic

16

17

1

0.498

0.496

0.186

0.805

1.122

0.166

0.012

SSEO

p_pelagic

16

17

2

0.438

0.431

0.130

0.774

1.173

0.170

0.041

SSEO

p_pelagic

16

18

1

0.484

0.484

0.188

0.796

1.098

0.162

0.000

SSEO

p_pelagic

16

18

2

0.442

0.438

0.143

0.779

1.150

0.169

0.024

SSEO

p_pelagic

16

19

1

0.480

0.472

0.190

0.790

1.072

0.159

0.050

SSEO

p_pelagic

16

19

2

0.440

0.429

0.145

0.763

1.102

0.167

0.066

SSEO

p_pelagic

16

2

1

0.441

0.432

0.126

0.778

1.406

0.179

0.050

SSEO

p_pelagic

16

2

2

0.395

0.386

0.101

0.752

1.414

0.179

0.050

SSEO

p_pelagic

16

20

1

0.487

0.485

0.185

0.784

1.080

0.160

0.012

SSEO

p_pelagic

16

20

2

0.445

0.440

0.149

0.778

1.096

0.167

0.030

SSEO

p_pelagic

16

21

1

0.469

0.464

0.179

0.789

1.047

0.163

0.031

SSEO

p_pelagic

16

21

2

0.442

0.438

0.150

0.766

1.067

0.163

0.024

SSEO

p_pelagic

16

22

2

0.450

0.443

0.155

0.777

1.037

0.166

0.042

SSEO

p_pelagic

16

23

2

0.449

0.440

0.156

0.783

1.050

0.166

0.054

SSEO

p_pelagic

16

3

1

0.433

0.425

0.123

0.783

1.320

0.180

0.045

SSEO

p_pelagic

16

3

2

0.407

0.396

0.104

0.763

1.404

0.180

0.061

SSEO

p_pelagic

16

4

1

0.434

0.424

0.125

0.783

1.363

0.179

0.056

SSEO

p_pelagic

16

4

2

0.404

0.388

0.103

0.748

1.367

0.176

0.091

SSEO

p_pelagic

16

5

1

0.443

0.441

0.136

0.781

1.319

0.177

0.011

SSEO

p_pelagic

16

5

2

0.409

0.399

0.108

0.770

1.376

0.180

0.055

SSEO

p_pelagic

16

6

1

0.441

0.433

0.131

0.778

1.308

0.177

0.045

SSEO

p_pelagic

16

6

2

0.411

0.400

0.100

0.769

1.355

0.178

0.062

SSEO

p_pelagic

16

7

1

0.446

0.442

0.137

0.791

1.312

0.177

0.023

SSEO

p_pelagic

16

7

2

0.407

0.401

0.108

0.759

1.357

0.180

0.033

SSEO

p_pelagic

16

8

1

0.444

0.442

0.125

0.784

1.300

0.178

0.011

SSEO

p_pelagic

16

8

2

0.409

0.402

0.102

0.747

1.331

0.172

0.041

SSEO

p_pelagic

16

9

1

0.450

0.449

0.137

0.791

1.270

0.176

0.006

SSEO

p_pelagic

16

9

2

0.414

0.405

0.116

0.758

1.301

0.175

0.051

SSEO

p_pelagic

3

1

1

0.466

0.464

0.128

0.822

1.364

0.190

0.011

PWSI

p_pelagic

3

1

2

0.163

0.137

0.025

0.439

1.223

0.111

0.234

PWSI

p_pelagic

3

10

1

0.473

0.471

0.148

0.809

1.286

0.182

0.011

PWSI

p_pelagic

3

10

2

0.165

0.138

0.029

0.448

1.207

0.111

0.243

PWSI

p_pelagic

3

11

1

0.473

0.469

0.133

0.816

1.318

0.189

0.021

PWSI

p_pelagic

3

11

2

0.167

0.143

0.027

0.452

1.160

0.112

0.215

PWSI

p_pelagic

3

12

1

0.482

0.480

0.155

0.820

1.248

0.182

0.011

PWSI

p_pelagic

3

12

2

0.169

0.141

0.031

0.460

1.187

0.112

0.250

PWSI

p_pelagic

3

13

1

0.478

0.475

0.143

0.822

1.240

0.184

0.016

PWSI

p_pelagic

3

13

2

0.171

0.146

0.030

0.442

1.158

0.112

0.224

PWSI

p_pelagic

3

14

1

0.494

0.493

0.159

0.830

1.229

0.180

0.006

PWSI

p_pelagic

3

14

2

0.180

0.158

0.030

0.456

1.139

0.111

0.197

PWSI

p_pelagic

3

15

1

0.480

0.480

0.152

0.814

1.217

0.178

0.000

PWSI

p_pelagic

3

15

2

0.164

0.141

0.030

0.438

1.121

0.106

0.218

PWSI

p_pelagic

3

16

1

0.490

0.484

0.160

0.827

1.169

0.178

0.034

PWSI

p_pelagic

3

16

2

0.171

0.148

0.035

0.429

1.102

0.105

0.220

PWSI

p_pelagic

3

17

1

0.496

0.492

0.174

0.829

1.108

0.176

0.023

PWSI

p_pelagic

3

17

2

0.175

0.152

0.034

0.441

1.104

0.107

0.214

PWSI

p_pelagic

3

18

1

0.500

0.504

0.182

0.819

1.089

0.172

-0.023

PWSI

p_pelagic

3

18

2

0.188

0.164

0.040

0.465

1.071

0.111

0.217

PWSI

p_pelagic

3

19

1

0.499

0.501

0.185

0.821

1.074

0.172

-0.012

PWSI

p_pelagic

3

19

2

0.153

0.139

0.044

0.340

1.035

0.076

0.184

PWSI

p_pelagic

3

2

1

0.464

0.457

0.126

0.818

1.405

0.191

0.037

PWSI

p_pelagic

3

2

2

0.163

0.134

0.025

0.451

1.222

0.113

0.256

PWSI

p_pelagic

3

20

1

0.440

0.439

0.302

0.586

1.014

0.072

0.014

PWSI

p_pelagic

3

20

2

0.226

0.222

0.127

0.346

1.013

0.056

0.071

PWSI

p_pelagic

3

3

1

0.467

0.465

0.132

0.811

1.377

0.188

0.011

PWSI

p_pelagic

3

3

2

0.162

0.134

0.025

0.453

1.238

0.112

0.251

PWSI

p_pelagic

3

4

1

0.469

0.467

0.121

0.818

1.389

0.187

0.011

PWSI

p_pelagic

3

4

2

0.163

0.136

0.027

0.440

1.243

0.110

0.246

PWSI

p_pelagic

3

5

1

0.464

0.465

0.129

0.818

1.354

0.187

-0.005

PWSI

p_pelagic

3

5

2

0.162

0.136

0.028

0.430

1.229

0.110

0.237

PWSI

p_pelagic

3

6

1

0.470

0.467

0.142

0.817

1.307

0.184

0.016

PWSI

p_pelagic

3

6

2

0.162

0.138

0.025

0.421

1.214

0.109

0.221

PWSI

p_pelagic

3

7

1

0.469

0.467

0.135

0.819

1.330

0.187

0.011

PWSI

p_pelagic

3

7

2

0.161

0.135

0.026

0.437

1.218

0.108

0.240

PWSI

p_pelagic

3

8

1

0.468

0.464

0.129

0.814

1.307

0.185

0.022

PWSI

p_pelagic

3

8

2

0.164

0.135

0.027

0.438

1.219

0.111

0.261

PWSI

p_pelagic

3

9

1

0.473

0.473

0.145

0.809

1.261

0.184

0.000

PWSI

p_pelagic

3

9

2

0.163

0.137

0.028

0.445

1.221

0.109

0.238

PWSI

p_pelagic

4

1

1

0.570

0.582

0.240

0.843

1.022

0.159

-0.075

PWSO

p_pelagic

4

10

1

0.564

0.574

0.247

0.849

1.017

0.163

-0.061

PWSO

p_pelagic

4

11

1

0.572

0.578

0.253

0.855

1.016

0.161

-0.037

PWSO

p_pelagic

4

12

1

0.571

0.576

0.251

0.851

1.012

0.159

-0.032

PWSO

p_pelagic

4

13

1

0.565

0.577

0.239

0.850

1.014

0.162

-0.074

PWSO

p_pelagic

4

14

1

0.563

0.574

0.238

0.848

1.011

0.162

-0.068

PWSO

p_pelagic

4

16

1

0.556

0.563

0.229

0.838

1.017

0.164

-0.043

PWSO

p_pelagic

4

17

1

0.562

0.567

0.239

0.850

1.018

0.163

-0.031

PWSO

p_pelagic

4

18

1

0.551

0.553

0.232

0.846

1.014

0.164

-0.012

PWSO

p_pelagic

4

3

1

0.569

0.580

0.248

0.854

1.014

0.161

-0.068

PWSO

p_pelagic

4

6

1

0.568

0.577

0.252

0.863

1.013

0.161

-0.056

PWSO

p_pelagic

4

7

1

0.567

0.575

0.241

0.854

1.011

0.165

-0.049

PWSO

p_pelagic

4

8

1

0.567

0.575

0.245

0.849

1.010

0.163

-0.049

PWSO

p_black

8

33

1

0.933

0.934

0.884

0.971

1.012

0.022

-0.045

afognak

p_black

8

37

1

0.361

0.360

0.293

0.440

1.013

0.037

0.027

afognak

p_black

8

40

1

0.668

0.864

0.345

0.953

1.090

0.256

-0.764

afognak

p_black

8

43

1

0.424

0.421

0.341

0.516

1.024

0.050

0.060

afognak

p_black

8

45

1

0.524

0.524

0.465

0.584

1.014

0.030

0.000

afognak

Table Xb. True parameters with an Rhat in excess of 1.1

variable

area_n

year/species

mean

median

lower

upper

Rhat

sd

skew

year

area

mu_beta2_pH

1

3

2.466

1.687

-13.200

20.075

1.174

8.162

0.095

CI

beta1_pH

1

1

1.947

1.824

1.106

3.627

1.472

0.609

0.202

CI

beta2_pH

1

1

1.348

1.054

0.205

3.728

1.172

0.960

0.306

CI

beta2_pH

1

3

2.766

1.747

-13.908

20.642

1.201

8.332

0.122

CI

beta3_pH

1

1

35.073

34.784

31.828

39.906

2.028

2.108

0.137

CI

beta0_pH

10

1

0.250

0.255

-0.091

0.547

1.125

0.163

-0.031

northeast

beta1_pH

10

1

1.508

1.418

0.946

2.565

1.477

0.383

0.235

northeast

beta2_pH

10

1

5.088

3.860

0.223

16.335

1.558

4.760

0.258

northeast

beta2_pH

10

3

6.665

5.659

0.260

18.721

1.113

5.058

0.199

northeast

beta3_pH

10

1

33.886

33.964

30.503

37.429

1.142

1.735

-0.045

northeast

beta0_pH

11

1

0.284

0.301

-0.323

0.923

1.300

0.303

-0.056

CSEO

beta0_pH

11

3

2.072

2.530

0.159

3.133

4.892

0.929

-0.493

CSEO

beta0_pH

11

4

1.035

1.084

-0.178

1.876

1.228

0.542

-0.090

CSEO

beta1_pH

11

1

2.963

2.901

2.225

3.866

1.394

0.424

0.146

CSEO

beta1_pH

11

3

0.711

0.000

0.000

2.831

6.382

1.046

0.680

CSEO

beta1_pH

11

4

1.359

1.339

0.223

2.664

1.194

0.619

0.032

CSEO

beta2_pH

11

1

0.434

0.376

0.194

1.059

1.201

0.246

0.236

CSEO

beta2_pH

11

4

-2.489

-1.661

-8.312

-0.192

1.754

2.181

-0.380

CSEO

beta3_pH

11

3

37.523

38.957

29.530

42.712

1.466

3.995

-0.359

CSEO

beta5_pH

11

4

-3.788

-3.803

-4.364

-2.998

1.116

0.340

0.044

CSEO

beta0_pelagic

11

0.060

0.054

-0.262

0.382

1.114

0.179

0.033

CSEO

beta3_pelagic

11

30.146

30.110

27.077

33.477

1.295

1.561

0.023

CSEO

beta5_pelagic

11

3.054

3.050

2.605

3.595

1.160

0.240

0.017

CSEO

beta5_dsr

11

-2.495

-2.498

-3.007

-1.923

1.102

0.270

0.011

CSEO

beta0_pH

12

1

0.656

0.631

0.145

1.251

1.415

0.273

0.091

EWYKT

beta0_pH

12

3

2.574

3.088

0.110

3.958

4.148

1.181

-0.435

EWYKT

beta0_pH

12

4

0.916

0.943

-0.524

2.160

1.129

0.714

-0.038

EWYKT

beta1_pH

12

1

2.684

2.693

1.941

3.403

1.151

0.362

-0.025

EWYKT

beta1_pH

12

3

0.965

0.000

0.000

3.957

6.334

1.421

0.679

EWYKT

beta1_pH

12

4

2.907

2.866

1.591

4.373

1.138

0.733

0.056

EWYKT

beta2_pH

12

1

1.287

1.048

0.405

3.365

1.123

0.779

0.307

EWYKT

beta2_pH

12

4

-3.372

-2.496

-10.308

-0.662

1.197

2.607

-0.336

EWYKT

beta3_pH

12

3

37.694

38.967

29.592

42.760

1.559

4.095

-0.311

EWYKT

beta4_pH

12

43

0.529

0.490

0.228

1.054

1.169

0.215

0.182

EWYKT

beta0_pH

13

1

-1.232

0.042

-4.725

0.636

10.888

2.046

-0.623

NSEI

beta0_pH

13

3

1.931

2.386

-0.072

2.951

4.296

0.947

-0.481

NSEI

beta0_pH

13

4

0.765

0.806

-0.629

1.838

1.125

0.583

-0.070

NSEI

beta1_pH

13

1

6.028

2.768

2.025

14.696

9.757

4.982

0.654

NSEI

beta1_pH

13

3

0.692

0.000

0.000

2.892

5.312

1.034

0.670

NSEI

beta2_pH

13

1

0.631

0.544

0.038

2.592

1.914

0.658

0.132

NSEI

beta2_pH

13

4

-3.213

-2.450

-10.034

-0.238

1.217

2.599

-0.294

NSEI

beta3_pH

13

1

34.665

32.966

30.985

41.292

3.857

3.341

0.508

NSEI

beta3_pH

13

3

37.892

39.388

29.595

42.801

1.575

4.127

-0.362

NSEI

beta0_pelagic

13

-0.006

0.179

-0.853

0.575

4.766

0.457

-0.405

NSEI

beta1_pelagic

13

1.008

0.908

0.057

2.123

3.498

0.579

0.173

NSEI

beta2_pelagic

13

1.552

0.758

0.110

5.959

1.337

1.731

0.459

NSEI

beta3_pelagic

13

32.548

33.943

23.252

39.106

2.358

4.618

-0.302

NSEI

beta0_pH

14

1

-0.070

-0.051

-0.796

0.479

1.479

0.320

-0.059

NSEO

beta0_pH

14

3

1.356

1.738

-0.511

2.368

4.186

0.867

-0.441

NSEO

beta1_pH

14

1

2.816

2.733

2.057

4.006

1.318

0.471

0.176

NSEO

beta1_pH

14

3

0.684

0.000

0.000

2.790

5.897

1.010

0.677

NSEO

beta2_pH

14

4

-3.351

-2.719

-9.327

-0.906

1.162

2.189

-0.289

NSEO

beta3_pH

14

3

37.440

38.905

29.428

42.544

1.472

3.946

-0.371

NSEO

beta4_pH

14

43

0.956

0.912

0.523

1.654

1.141

0.290

0.152

NSEO

beta0_pelagic

14

-0.436

-0.401

-1.033

0.086

1.627

0.287

-0.122

NSEO

beta1_pelagic

14

1.793

1.649

1.023

2.847

1.594

0.528

0.273

NSEO

beta2_pelagic

14

1.324

0.827

0.208

5.145

1.175

1.347

0.369

NSEO

beta5_dsr

14

-3.799

-3.830

-4.501

-2.853

1.207

0.415

0.075

NSEO

beta0_pH

15

1

0.512

0.429

-0.534

1.624

2.584

0.525

0.158

SSEI

beta0_pH

15

3

1.868

2.321

-0.070

2.903

4.742

0.927

-0.488

SSEI

beta1_pH

15

1

2.630

2.591

0.921

4.027

1.411

0.660

0.059

SSEI

beta1_pH

15

3

0.762

0.000

0.000

3.033

6.668

1.118

0.682

SSEI

beta2_pH

15

1

0.265

0.206

0.063

0.738

1.108

0.189

0.312

SSEI

beta2_pH

15

4

-3.378

-2.569

-10.263

-0.598

1.506

2.488

-0.325

SSEI

beta3_pH

15

1

34.705

33.633

29.138

41.664

3.046

4.367

0.245

SSEI

beta3_pH

15

3

37.323

38.419

29.473

42.538

1.324

3.849

-0.285

SSEI

beta3_pH

15

4

40.123

40.540

34.776

41.767

1.195

1.647

-0.253

SSEI

beta5_pH

15

1

2.615

2.598

1.988

3.298

1.210

0.340

0.050

SSEI

beta0_pelagic

15

-0.233

-0.221

-0.524

0.111

1.115

0.166

-0.072

SSEI

beta5_pelagic

15

2.800

2.801

2.265

3.332

1.173

0.263

-0.004

SSEI

beta0_yellow

15

-0.325

-0.328

-0.611

-0.002

1.203

0.157

0.019

SSEI

beta0_pH

16

1

0.153

0.167

-0.348

0.647

1.337

0.257

-0.054

SSEO

beta0_pH

16

3

2.875

3.515

0.225

4.349

4.941

1.319

-0.485

SSEO

beta1_pH

16

1

2.982

2.948

2.319

3.769

1.378

0.382

0.089

SSEO

beta1_pH

16

3

1.044

0.000

0.000

4.197

6.543

1.532

0.681

SSEO

beta2_pH

16

1

0.717

0.579

0.307

2.277

1.332

0.485

0.285

SSEO

beta2_pH

16

4

-3.239

-2.359

-9.512

-0.961

1.624

2.349

-0.375

SSEO

beta3_pH

16

3

37.953

39.348

29.487

42.773

1.796

4.310

-0.324

SSEO

beta4_pH

16

43

0.751

0.707

0.396

1.374

1.381

0.252

0.175

SSEO

beta0_pelagic

16

-0.330

-0.160

-1.337

0.414

4.074

0.516

-0.330

SSEO

beta1_pelagic

16

1.374

0.957

0.536

2.974

5.001

0.783

0.533

SSEO

beta2_pelagic

16

1.501

0.796

0.073

6.133

1.497

1.726

0.408

SSEO

beta3_pelagic

16

30.517

30.772

22.865

35.512

1.969

3.029

-0.084

SSEO

beta_H

16

3

6.620

6.687

5.353

7.514

1.112

0.558

-0.120

SSEO

mu_beta1_pH

2

1

1.539

1.384

0.874

2.894

1.110

0.865

0.179

NG

mu_beta2_pH

2

1

5.001

4.275

0.271

14.908

1.725

4.311

0.168

NG

mu_beta2_pH

2

3

6.687

5.676

-0.055

19.367

1.129

5.319

0.190

NG

tau_beta2_pH

2

1

7.022

0.454

0.044

66.989

1.330

16.645

0.395

NG

beta1_pH

2

1

1.302

1.211

0.735

2.416

1.232

0.407

0.223

NG

beta3_pH

2

1

35.502

35.105

30.514

41.758

1.128

3.191

0.124

NG

beta5_pelagic

2

1.778

1.798

1.138

2.298

1.122

0.298

-0.067

NG

beta2_yellow

2

-6.322

-4.761

-19.972

-0.329

1.160

5.301

-0.294

NG

mu_beta0_pH

3

1

0.060

0.224

-1.763

1.089

1.458

0.694

-0.236

PWSI

mu_beta0_pH

3

3

2.094

2.519

0.064

3.543

3.613

1.056

-0.402

PWSI

tau_beta0_pH

3

1

12.744

5.258

0.067

71.570

1.346

18.733

0.400

PWSI

tau_beta0_pH

3

3

4.360

1.631

0.199

36.063

1.386

10.415

0.262

PWSI

mu_beta1_pH

3

1

3.114

2.834

1.942

6.114

1.516

1.132

0.247

PWSI

mu_beta1_pH

3

3

0.800

0.000

0.000

3.153

4.889

1.211

0.661

PWSI

tau_beta1_pH

3

1

31.603

23.469

0.381

93.645

1.930

30.282

0.269

PWSI

tau_beta1_pH

3

3

7.542

0.615

0.043

61.214

1.458

15.681

0.442

PWSI

mu_beta2_pH

3

1

1.110

0.671

0.099

6.266

1.163

1.569

0.280

PWSI

mu_beta2_pH

3

4

-0.508

-1.427

-8.079

10.387

1.280

4.530

0.203

PWSI

tau_beta2_pH

3

1

8.030

3.315

0.055

43.475

1.109

12.809

0.368

PWSI

tau_beta2_pH

3

4

2.374

0.116

0.042

25.741

1.152

9.507

0.238

PWSI

tau_beta5_pH

3

1

1.592

1.046

0.132

6.331

1.101

2.240

0.244

PWSI

beta2_pH

3

1

1.361

0.938

0.188

3.780

1.118

1.107

0.382

PWSI

beta3_pH

3

1

33.062

33.004

29.647

37.774

1.109

1.938

0.030

PWSI

beta0_pelagic

3

-0.206

-0.084

-1.248

0.721

2.947

0.583

-0.209

PWSI

beta1_pelagic

3

1.117

0.884

0.161

2.438

3.001

0.687

0.339

PWSI

beta2_pelagic

3

5.381

3.233

0.087

21.073

1.303

6.027

0.356

PWSI

beta3_pelagic

3

25.958

25.301

18.775

32.249

1.783

4.025

0.163

PWSI

beta0_pH

4

1

1.446

1.439

1.027

1.930

1.107

0.235

0.030

PWSO

beta1_pH

4

1

1.539

1.513

0.836

2.346

1.245

0.395

0.066

PWSO

beta2_pH

4

1

1.058

0.554

0.156

3.508

1.464

0.972

0.519

PWSO

beta0_pelagic

4

0.309

0.281

-0.074

0.913

1.167

0.242

0.116

PWSO

beta1_pH

5

1

1.682

1.606

1.008

2.765

1.125

0.455

0.167

BSAI

beta2_pH

5

1

5.398

4.370

0.303

16.861

1.549

4.604

0.223

BSAI

beta4_yellow

5

0.425

0.759

-9.305

7.618

1.120

5.252

-0.064

BSAI

beta0_pH

6

1

-0.274

-0.218

-1.128

0.216

1.231

0.335

-0.167

SOKO2SAP

beta1_pH

6

1

1.438

1.358

0.783

2.401

1.432

0.398

0.201

SOKO2SAP

beta2_pH

6

1

4.909

3.628

0.232

16.427

1.547

4.740

0.270

SOKO2SAP

beta3_pH

6

1

32.140

32.735

24.940

38.726

1.357

3.466

-0.172

SOKO2SAP

beta4_yellow

6

0.485

0.801

-12.583

8.253

1.122

5.778

-0.055

SOKO2SAP

beta4_yellow

7

1.702

0.985

-5.560

12.515

1.233

7.903

0.091

WKMA

beta0_pH

8

1

-0.499

-0.502

-1.012

-0.003

1.152

0.267

0.011

afognak

beta1_pH

8

1

1.324

1.255

0.830

2.212

1.453

0.339

0.204

afognak

beta2_pH

8

1

5.025

4.668

0.219

15.387

1.958

4.456

0.080

afognak

beta2_pH

8

3

6.866

6.032

0.061

18.755

1.169

4.920

0.169

afognak

beta3_pH

8

1

31.882

31.035

29.071

39.784

1.707

2.719

0.312

afognak

beta4_pH

8

33

1.687

1.128

-0.288

6.360

1.122

1.809

0.309

afognak

beta4_pH

8

41

3.326

1.821

0.412

11.179

1.108

3.187

0.472

afognak

beta1_pH

9

1

1.352

1.310

0.788

2.201

1.279

0.329

0.128

eastside

beta2_pH

9

1

5.072

4.031

0.239

16.492

1.617

4.706

0.221

eastside

beta2_pH

9

3

6.528

5.401

0.394

19.029

1.103

5.211

0.216

eastside

beta3_pH

9

1

31.727

31.103

27.168

40.341

1.825

3.346

0.186

eastside

beta4_yellow

9

1.977

0.891

-8.354

11.487

1.262

12.653

0.086

eastside

tau_beta5_black_kod

0.966

0.355

0.047

5.119

1.123

2.988

0.204

pG

11

41

0.848

0.851

0.742

0.935

1.107

0.047

-0.064

CSEO

pG

16

45

0.780

0.782

0.656

0.892

1.137

0.060

-0.033

SSEO

b2_pG

16

12.581

12.563

4.571

21.018

1.107

4.257

0.004

SSEO

lambda_H

16

1.535

0.860

0.070

6.746

1.117

2.107

0.320

SSEO

pG

6

31

0.247

0.236

0.101

0.437

1.159

0.089

0.124

SOKO2SAP

pG

6

32

0.223

0.207

0.095

0.422

1.194

0.087

0.184

SOKO2SAP

pG

6

33

0.173

0.161

0.076

0.336

1.117

0.068

0.176

SOKO2SAP

pG

6

34

0.156

0.144

0.073

0.309

1.101

0.062

0.193

SOKO2SAP

pG

6

36

0.187

0.178

0.082

0.357

1.121

0.070

0.129

SOKO2SAP

b2_pG

6

19.329

16.980

6.763

45.000

1.126

9.711

0.242

SOKO2SAP

pG

8

41

0.786

0.787

0.624

0.945

1.127

0.082

-0.012

afognak

pG

8

46

0.783

0.782

0.640

0.932

1.113

0.075

0.013

afognak

Table Xc. Summary statistics describing the characteristics of the derived harvest and release estimates that are not converged relative to an Rhat of 1.01.

Statistic

non.BSAI.SOKO.Harv

BSAI.SOKO.Harv

non.BSAI.SOKO.Rel

BSAI.SOKO.Rel

n unconverged at Rhat = 1.01

1,659.00

367.00

2,206.00

428.00

Prop. of total

0.82

0.18

0.84

0.16

Prop. median less than 1

0.11

0.20

0.21

0.52

Prop. median less than 10

0.18

0.48

0.39

0.67

Prop. median less than 50

0.29

0.64

0.53

0.75

Median of the median values

417.69

12.61

36.83

0.75

Mean of the median values

1,487.91

647.34

581.57

277.62

Mean skew of posteriors

0.20

0.28

0.24

0.21

Table Xd. Summary statistics describing the characteristics of the derived harvest and release estimates that are not converged relative to an Rhat of 1.1.

Statistic

non.BSAI.SOKO.Harv

BSAI.SOKO.Harv

non.BSAI.SOKO.Rel

BSAI.SOKO.Rel

n unconverged at Rhat = 1.1

248.00

15.00

308.00

113.00

Prop. of total

0.94

0.06

0.73

0.27

Prop. median less than 1

0.01

0.60

0.49

0.84

Prop. median less than 10

0.01

0.80

0.62

0.96

Prop. median less than 50

0.08

0.80

0.69

0.96

Median of the median values

850.71

0.41

1.14

0.07

Mean of the median values

1,110.67

551.88

562.83

6.43

Mean skew of posteriors

0.20

0.22

0.16

0.10

Table Xe. All parameters and derived quantities that are not converged relative to an Rhat of 1.1.

variable

Freq

b2_pG

1

beta_H

1

beta0_pelagic

7

beta0_pH

18

beta0_yellow

1

beta1_pelagic

4

beta1_pH

22

beta2_pelagic

4

beta2_pH

21

beta2_yellow

1

beta3_pelagic

4

beta3_pH

15

beta4_pH

4

beta4_yellow

4

beta5_dsr

1

beta5_pelagic

3

beta5_pH

2

Bp_ay

16

Bp_ayg

18

Bp_ayu

12

H_ay

8

H_ayg

1

H_ayu

9

Hb_ay

40

Hb_ayg

34

Hb_ayu

35

Hd_ay

34

Hd_ayg

30

Hd_ayu

7

Ho_ay

38

Ho_ayg

37

Ho_ayu

11

Hp_ay

44

Hp_ayg

34

Hp_ayu

42

Hs_ay

16

Hs_ayg

6

Hs_ayu

3

Htrend_ay

17

Hy_ay

34

Hy_ayg

29

Hy_ayu

12

lambda_H

1

mu_beta0_pH

2

mu_beta1_pH

3

mu_beta2_pH

5

p_pelagic

110

pG

7

pH

78

R_ay

67

R_ayg

21

R_ayu

62

Rb_ay

35

Rb_ayg

28

Rb_ayu

2

Rd_ay

15

Rd_ayg

3

Rd_ayu

15

re_dsr

2

re_pelagic

110

re_pH

258

re_yellow

15

Ro_ay

90

Ro_ayg

48

Ro_ayu

115

Rp_ay

36

Rp_ayg

31

Rp_ayu

4

Rs_ay

38

Rs_ayg

28

Rs_ayu

55

Ry_ay

113

Ry_ayg

14

Ry_ayu

133

sd_pH

1

tau_beta0_pH

2

tau_beta1_pH

2

tau_beta2_pH

2

tau_beta5_black_kod

1

tau_pH

1

Parameter estimates:

Summary Table of Parameter Estimates
Parameter mean sd Lower_CI Median Upper_CI
mu_bc_H[1] -0.049 0.070 -0.180 -0.051 0.100
mu_bc_H[2] 0.065 0.054 -0.034 0.063 0.178
mu_bc_H[3] -0.395 0.063 -0.514 -0.396 -0.267
mu_bc_H[4] -0.963 0.187 -1.337 -0.963 -0.604
mu_bc_H[5] 0.770 0.796 -0.165 0.631 2.607
mu_bc_H[6] -2.305 0.307 -2.867 -2.324 -1.679
mu_bc_H[7] -0.465 0.111 -0.698 -0.459 -0.257
mu_bc_H[8] 0.249 0.367 -0.352 0.216 1.045
mu_bc_H[9] -0.283 0.126 -0.518 -0.286 -0.030
mu_bc_H[10] 0.068 0.068 -0.060 0.066 0.206
mu_bc_H[11] -0.143 0.035 -0.212 -0.143 -0.073
mu_bc_H[12] -0.264 0.101 -0.487 -0.257 -0.078
mu_bc_H[13] -0.147 0.077 -0.291 -0.150 0.010
mu_bc_H[14] -0.301 0.095 -0.494 -0.296 -0.120
mu_bc_H[15] -0.355 0.051 -0.452 -0.355 -0.249
mu_bc_H[16] -0.335 0.385 -1.005 -0.363 0.514
mu_bc_R[1] 1.047 0.141 0.776 1.045 1.329
mu_bc_R[2] 1.004 0.073 0.862 1.003 1.154
mu_bc_R[3] 0.323 0.082 0.164 0.322 0.495
mu_bc_R[4] 0.632 0.211 0.199 0.638 1.019
mu_bc_R[5] 1.427 0.357 0.721 1.421 2.142
mu_bc_R[6] -1.413 0.370 -2.117 -1.425 -0.680
mu_bc_R[7] 0.457 0.155 0.153 0.455 0.750
mu_bc_R[8] 0.621 0.156 0.327 0.618 0.943
mu_bc_R[9] 0.408 0.166 0.060 0.416 0.719
mu_bc_R[10] 0.814 0.105 0.613 0.812 1.021
mu_bc_R[11] 1.173 0.073 1.028 1.174 1.311
mu_bc_R[12] 0.815 0.169 0.482 0.811 1.151
mu_bc_R[13] 1.081 0.107 0.868 1.084 1.286
mu_bc_R[14] 0.939 0.123 0.685 0.942 1.166
mu_bc_R[15] 0.933 0.115 0.703 0.936 1.158
mu_bc_R[16] 1.407 0.104 1.202 1.407 1.616
tau_pH[1] 1.350 0.097 1.168 1.346 1.548
tau_pH[2] 1.201 0.117 0.987 1.196 1.439
tau_pH[3] 0.712 0.076 0.587 0.704 0.876
tau_pH[4] 1.811 0.399 1.172 1.767 2.689
tau_pH[5] 0.304 0.047 0.222 0.299 0.406
beta0_pH[1,1] 0.641 0.197 0.292 0.637 1.033
beta0_pH[2,1] 1.247 0.150 0.948 1.246 1.556
beta0_pH[3,1] 0.958 0.203 0.552 0.968 1.343
beta0_pH[4,1] 1.446 0.235 1.027 1.439 1.930
beta0_pH[5,1] -0.205 0.381 -1.031 -0.174 0.459
beta0_pH[6,1] -0.274 0.335 -1.128 -0.218 0.216
beta0_pH[7,1] 0.688 0.182 0.341 0.689 1.043
beta0_pH[8,1] -0.499 0.267 -1.012 -0.502 -0.003
beta0_pH[9,1] -0.074 0.258 -0.530 -0.088 0.439
beta0_pH[10,1] 0.250 0.163 -0.091 0.255 0.547
beta0_pH[11,1] 0.284 0.303 -0.323 0.301 0.923
beta0_pH[12,1] 0.656 0.273 0.145 0.631 1.251
beta0_pH[13,1] -1.232 2.046 -4.725 0.042 0.636
beta0_pH[14,1] -0.070 0.320 -0.796 -0.051 0.479
beta0_pH[15,1] 0.512 0.525 -0.534 0.429 1.624
beta0_pH[16,1] 0.153 0.257 -0.348 0.167 0.647
beta0_pH[1,2] 2.576 0.260 2.039 2.589 3.050
beta0_pH[2,2] 2.849 0.172 2.501 2.857 3.177
beta0_pH[3,2] 3.161 0.190 2.799 3.156 3.538
beta0_pH[4,2] 3.180 0.185 2.828 3.174 3.554
beta0_pH[5,2] 4.347 1.266 2.625 4.099 7.484
beta0_pH[6,2] 3.344 0.287 2.766 3.341 3.919
beta0_pH[7,2] 2.045 0.261 1.537 2.047 2.570
beta0_pH[8,2] 2.915 0.245 2.456 2.916 3.406
beta0_pH[9,2] 3.986 0.323 3.371 3.981 4.630
beta0_pH[10,2] 3.754 0.260 3.240 3.749 4.269
beta0_pH[11,2] 2.711 0.182 2.336 2.712 3.057
beta0_pH[12,2] 1.737 0.243 1.271 1.733 2.223
beta0_pH[13,2] 2.731 0.193 2.352 2.733 3.127
beta0_pH[14,2] 1.815 0.181 1.461 1.816 2.156
beta0_pH[15,2] 2.925 0.187 2.550 2.926 3.297
beta0_pH[16,2] 2.810 0.218 2.391 2.808 3.247
beta0_pH[1,3] 1.538 0.305 0.900 1.559 2.079
beta0_pH[2,3] 1.594 0.184 1.253 1.589 1.968
beta0_pH[3,3] 1.973 0.181 1.623 1.966 2.351
beta0_pH[4,3] 2.622 0.232 2.168 2.619 3.088
beta0_pH[5,3] 2.352 1.391 0.518 2.063 5.928
beta0_pH[6,3] 1.282 0.482 0.437 1.251 2.335
beta0_pH[7,3] 0.474 0.280 -0.053 0.473 1.060
beta0_pH[8,3] 0.528 0.322 -0.128 0.531 1.137
beta0_pH[9,3] -0.910 0.669 -2.396 -0.841 0.247
beta0_pH[10,3] 0.762 0.331 0.120 0.762 1.426
beta0_pH[11,3] 2.072 0.929 0.159 2.530 3.133
beta0_pH[12,3] 2.574 1.181 0.110 3.088 3.958
beta0_pH[13,3] 1.931 0.947 -0.072 2.386 2.951
beta0_pH[14,3] 1.356 0.867 -0.511 1.738 2.368
beta0_pH[15,3] 1.868 0.927 -0.070 2.321 2.903
beta0_pH[16,3] 2.875 1.319 0.225 3.515 4.349
beta0_pH[11,4] 1.035 0.542 -0.178 1.084 1.876
beta0_pH[12,4] 0.916 0.714 -0.524 0.943 2.160
beta0_pH[13,4] 0.765 0.583 -0.629 0.806 1.838
beta0_pH[14,4] 0.237 0.362 -0.536 0.254 0.910
beta0_pH[15,4] 0.643 0.485 -0.101 0.571 1.670
beta0_pH[16,4] 0.827 0.627 -0.304 0.815 2.078
beta0_pH[11,5] 3.105 0.452 2.220 3.089 4.001
beta0_pH[12,5] -0.619 0.616 -1.791 -0.624 0.606
beta0_pH[13,5] 3.365 0.567 2.421 3.295 4.509
beta0_pH[14,5] 3.993 0.578 2.913 3.974 5.188
beta0_pH[15,5] 2.096 0.359 1.428 2.078 2.821
beta0_pH[16,5] 0.458 0.389 -0.240 0.454 1.283
beta1_pH[1,1] 1.947 0.609 1.106 1.824 3.627
beta1_pH[2,1] 1.302 0.407 0.735 1.211 2.416
beta1_pH[3,1] 1.329 0.337 0.747 1.305 2.070
beta1_pH[4,1] 1.539 0.395 0.836 1.513 2.346
beta1_pH[5,1] 1.682 0.455 1.008 1.606 2.765
beta1_pH[6,1] 1.438 0.398 0.783 1.358 2.401
beta1_pH[7,1] 0.000 0.000 0.000 0.000 0.000
beta1_pH[8,1] 1.324 0.339 0.830 1.255 2.212
beta1_pH[9,1] 1.352 0.329 0.788 1.310 2.201
beta1_pH[10,1] 1.508 0.383 0.946 1.418 2.565
beta1_pH[11,1] 2.963 0.424 2.225 2.901 3.866
beta1_pH[12,1] 2.684 0.362 1.941 2.693 3.403
beta1_pH[13,1] 6.028 4.982 2.025 2.768 14.696
beta1_pH[14,1] 2.816 0.471 2.057 2.733 4.006
beta1_pH[15,1] 2.630 0.660 0.921 2.591 4.027
beta1_pH[16,1] 2.982 0.382 2.319 2.948 3.769
beta1_pH[1,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[2,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[3,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[4,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[5,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[6,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[7,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[8,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[9,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[10,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[11,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[12,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[13,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[14,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[15,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[16,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[1,3] 0.698 0.883 0.012 0.236 2.970
beta1_pH[2,3] 0.000 0.000 0.000 0.000 0.000
beta1_pH[3,3] 0.000 0.000 0.000 0.000 0.000
beta1_pH[4,3] 0.000 0.000 0.000 0.000 0.000
beta1_pH[5,3] 0.000 0.000 0.000 0.000 0.000
beta1_pH[6,3] 0.000 0.000 0.000 0.000 0.000
beta1_pH[7,3] 0.000 0.000 0.000 0.000 0.000
beta1_pH[8,3] 2.069 1.135 0.008 2.141 4.245
beta1_pH[9,3] 3.003 0.799 1.630 2.929 4.768
beta1_pH[10,3] 1.762 0.711 0.341 1.768 3.281
beta1_pH[11,3] 0.711 1.046 0.000 0.000 2.831
beta1_pH[12,3] 0.965 1.421 0.000 0.000 3.957
beta1_pH[13,3] 0.692 1.034 0.000 0.000 2.892
beta1_pH[14,3] 0.684 1.010 0.000 0.000 2.790
beta1_pH[15,3] 0.762 1.118 0.000 0.000 3.033
beta1_pH[16,3] 1.044 1.532 0.000 0.000 4.197
beta1_pH[11,4] 1.359 0.619 0.223 1.339 2.664
beta1_pH[12,4] 2.907 0.733 1.591 2.866 4.373
beta1_pH[13,4] 1.509 0.702 0.256 1.443 3.094
beta1_pH[14,4] 1.952 0.406 1.176 1.938 2.756
beta1_pH[15,4] 1.293 0.557 0.076 1.390 2.126
beta1_pH[16,4] 3.242 0.713 1.841 3.272 4.549
beta1_pH[11,5] 0.000 0.000 0.000 0.000 0.000
beta1_pH[12,5] 0.000 0.000 0.000 0.000 0.000
beta1_pH[13,5] 0.000 0.000 0.000 0.000 0.000
beta1_pH[14,5] 0.000 0.000 0.000 0.000 0.000
beta1_pH[15,5] 0.000 0.000 0.000 0.000 0.000
beta1_pH[16,5] 0.000 0.000 0.000 0.000 0.000
beta2_pH[1,1] 1.348 0.960 0.205 1.054 3.728
beta2_pH[2,1] 1.106 1.117 0.150 0.571 3.825
beta2_pH[3,1] 1.361 1.107 0.188 0.938 3.780
beta2_pH[4,1] 1.058 0.972 0.156 0.554 3.508
beta2_pH[5,1] 5.398 4.604 0.303 4.370 16.861
beta2_pH[6,1] 4.909 4.740 0.232 3.628 16.427
beta2_pH[7,1] 0.000 0.000 0.000 0.000 0.000
beta2_pH[8,1] 5.025 4.456 0.219 4.668 15.387
beta2_pH[9,1] 5.072 4.706 0.239 4.031 16.492
beta2_pH[10,1] 5.088 4.760 0.223 3.860 16.335
beta2_pH[11,1] 0.434 0.246 0.194 0.376 1.059
beta2_pH[12,1] 1.287 0.779 0.405 1.048 3.365
beta2_pH[13,1] 0.631 0.658 0.038 0.544 2.592
beta2_pH[14,1] 1.104 0.656 0.357 0.923 3.074
beta2_pH[15,1] 0.265 0.189 0.063 0.206 0.738
beta2_pH[16,1] 0.717 0.485 0.307 0.579 2.277
beta2_pH[1,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[2,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[3,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[4,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[5,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[6,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[7,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[8,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[9,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[10,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[11,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[12,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[13,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[14,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[15,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[16,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[1,3] 2.766 8.332 -13.908 1.747 20.642
beta2_pH[2,3] 0.000 0.000 0.000 0.000 0.000
beta2_pH[3,3] 0.000 0.000 0.000 0.000 0.000
beta2_pH[4,3] 0.000 0.000 0.000 0.000 0.000
beta2_pH[5,3] 0.000 0.000 0.000 0.000 0.000
beta2_pH[6,3] 0.000 0.000 0.000 0.000 0.000
beta2_pH[7,3] 0.000 0.000 0.000 0.000 0.000
beta2_pH[8,3] 6.866 4.920 0.061 6.032 18.755
beta2_pH[9,3] 6.528 5.211 0.394 5.401 19.029
beta2_pH[10,3] 6.665 5.058 0.260 5.659 18.721
beta2_pH[11,3] -7.160 5.585 -21.310 -5.814 -0.354
beta2_pH[12,3] -7.322 5.560 -21.262 -5.837 -0.520
beta2_pH[13,3] -7.275 5.467 -21.315 -5.867 -0.537
beta2_pH[14,3] -7.307 5.463 -20.597 -5.836 -0.595
beta2_pH[15,3] -7.145 5.580 -21.463 -5.580 -0.480
beta2_pH[16,3] -7.396 5.427 -20.760 -5.954 -0.566
beta2_pH[11,4] -2.489 2.181 -8.312 -1.661 -0.192
beta2_pH[12,4] -3.372 2.607 -10.308 -2.496 -0.662
beta2_pH[13,4] -3.213 2.599 -10.034 -2.450 -0.238
beta2_pH[14,4] -3.351 2.189 -9.327 -2.719 -0.906
beta2_pH[15,4] -3.378 2.488 -10.263 -2.569 -0.598
beta2_pH[16,4] -3.239 2.349 -9.512 -2.359 -0.961
beta2_pH[11,5] 0.000 0.000 0.000 0.000 0.000
beta2_pH[12,5] 0.000 0.000 0.000 0.000 0.000
beta2_pH[13,5] 0.000 0.000 0.000 0.000 0.000
beta2_pH[14,5] 0.000 0.000 0.000 0.000 0.000
beta2_pH[15,5] 0.000 0.000 0.000 0.000 0.000
beta2_pH[16,5] 0.000 0.000 0.000 0.000 0.000
beta3_pH[1,1] 35.073 2.108 31.828 34.784 39.906
beta3_pH[2,1] 35.502 3.191 30.514 35.105 41.758
beta3_pH[3,1] 33.062 1.938 29.647 33.004 37.774
beta3_pH[4,1] 32.614 2.775 27.645 32.331 39.463
beta3_pH[5,1] 28.748 2.502 26.007 27.948 35.630
beta3_pH[6,1] 32.140 3.466 24.940 32.735 38.726
beta3_pH[7,1] 25.000 0.000 25.000 25.000 25.000
beta3_pH[8,1] 31.882 2.719 29.071 31.035 39.784
beta3_pH[9,1] 31.727 3.346 27.168 31.103 40.341
beta3_pH[10,1] 33.886 1.735 30.503 33.964 37.429
beta3_pH[11,1] 31.255 1.328 29.199 31.215 34.116
beta3_pH[12,1] 30.592 0.683 29.308 30.567 31.985
beta3_pH[13,1] 34.665 3.341 30.985 32.966 41.292
beta3_pH[14,1] 32.372 0.833 30.766 32.321 34.097
beta3_pH[15,1] 34.705 4.367 29.138 33.633 41.664
beta3_pH[16,1] 30.369 0.783 29.123 30.215 32.226
beta3_pH[1,2] 33.467 4.874 25.446 33.373 41.497
beta3_pH[2,2] 33.539 4.840 25.458 33.619 41.591
beta3_pH[3,2] 29.929 6.922 18.474 30.043 41.272
beta3_pH[4,2] 29.880 6.909 18.586 29.565 41.485
beta3_pH[5,2] 30.211 6.806 18.702 30.088 41.453
beta3_pH[6,2] 30.183 6.977 18.646 30.204 41.357
beta3_pH[7,2] 25.000 0.000 25.000 25.000 25.000
beta3_pH[8,2] 25.000 0.000 25.000 25.000 25.000
beta3_pH[9,2] 25.000 0.000 25.000 25.000 25.000
beta3_pH[10,2] 25.000 0.000 25.000 25.000 25.000
beta3_pH[11,2] 24.000 0.000 24.000 24.000 24.000
beta3_pH[12,2] 24.000 0.000 24.000 24.000 24.000
beta3_pH[13,2] 24.000 0.000 24.000 24.000 24.000
beta3_pH[14,2] 24.000 0.000 24.000 24.000 24.000
beta3_pH[15,2] 24.000 0.000 24.000 24.000 24.000
beta3_pH[16,2] 24.000 0.000 24.000 24.000 24.000
beta3_pH[1,3] 35.351 5.316 25.432 36.570 41.778
beta3_pH[2,3] 33.585 4.898 25.400 33.550 41.623
beta3_pH[3,3] 30.067 6.954 18.557 30.079 41.379
beta3_pH[4,3] 30.042 6.948 18.689 29.930 41.275
beta3_pH[5,3] 25.000 0.000 25.000 25.000 25.000
beta3_pH[6,3] 25.000 0.000 25.000 25.000 25.000
beta3_pH[7,3] 25.000 0.000 25.000 25.000 25.000
beta3_pH[8,3] 39.954 3.295 29.391 41.296 41.934
beta3_pH[9,3] 32.664 1.877 28.295 33.259 35.039
beta3_pH[10,3] 36.332 2.161 31.063 36.195 41.012
beta3_pH[11,3] 37.523 3.995 29.530 38.957 42.712
beta3_pH[12,3] 37.694 4.095 29.592 38.967 42.760
beta3_pH[13,3] 37.892 4.127 29.595 39.388 42.801
beta3_pH[14,3] 37.440 3.946 29.428 38.905 42.544
beta3_pH[15,3] 37.323 3.849 29.473 38.419 42.538
beta3_pH[16,3] 37.953 4.310 29.487 39.348 42.773
beta3_pH[11,4] 40.549 1.841 35.709 40.854 42.852
beta3_pH[12,4] 41.259 1.120 39.256 41.371 42.737
beta3_pH[13,4] 41.054 1.486 36.958 41.273 42.799
beta3_pH[14,4] 40.693 0.630 39.253 40.750 41.831
beta3_pH[15,4] 40.123 1.647 34.776 40.540 41.767
beta3_pH[16,4] 42.185 0.414 41.198 42.215 42.837
beta3_pH[11,5] 25.000 0.000 25.000 25.000 25.000
beta3_pH[12,5] 25.000 0.000 25.000 25.000 25.000
beta3_pH[13,5] 25.000 0.000 25.000 25.000 25.000
beta3_pH[14,5] 25.000 0.000 25.000 25.000 25.000
beta3_pH[15,5] 25.000 0.000 25.000 25.000 25.000
beta3_pH[16,5] 25.000 0.000 25.000 25.000 25.000
beta4_pH[1,1,1] 0.659 0.205 0.264 0.652 1.071
beta4_pH[2,1,1] 0.742 0.098 0.547 0.742 0.942
beta4_pH[3,1,1] 0.780 0.146 0.494 0.776 1.078
beta4_pH[4,1,1] 0.623 0.185 0.268 0.620 1.001
beta4_pH[5,1,1] 0.761 0.928 -0.768 0.674 2.587
beta4_pH[6,1,1] 1.700 2.346 -2.597 1.404 7.173
beta4_pH[7,1,1] 1.224 1.294 -1.041 1.084 3.992
beta4_pH[8,1,1] 1.024 1.601 -2.065 0.808 5.132
beta4_pH[9,1,1] 0.752 0.621 -0.417 0.719 2.096
beta4_pH[10,1,1] 0.660 0.188 0.291 0.654 1.041
beta4_pH[11,1,1] 0.632 0.202 0.249 0.627 1.060
beta4_pH[12,1,1] 0.661 0.307 0.076 0.648 1.283
beta4_pH[13,1,1] 0.707 0.174 0.363 0.710 1.050
beta4_pH[14,1,1] 0.815 0.235 0.347 0.810 1.308
beta4_pH[15,1,1] 0.878 0.162 0.567 0.876 1.218
beta4_pH[16,1,1] 1.204 0.613 0.035 1.183 2.461
beta4_pH[1,2,1] 0.654 0.216 0.239 0.646 1.092
beta4_pH[2,2,1] 0.745 0.098 0.551 0.744 0.940
beta4_pH[3,2,1] 0.786 0.151 0.488 0.785 1.096
beta4_pH[4,2,1] 0.628 0.182 0.271 0.626 0.993
beta4_pH[5,2,1] 0.751 0.851 -0.743 0.683 2.644
beta4_pH[6,2,1] 1.641 2.297 -2.551 1.408 6.895
beta4_pH[7,2,1] 1.222 1.240 -1.007 1.094 4.018
beta4_pH[8,2,1] 1.023 1.542 -1.943 0.830 4.770
beta4_pH[9,2,1] 0.726 0.653 -0.509 0.696 2.103
beta4_pH[10,2,1] 0.662 0.185 0.304 0.658 1.059
beta4_pH[11,2,1] 0.637 0.205 0.256 0.629 1.080
beta4_pH[12,2,1] 0.657 0.303 0.073 0.646 1.282
beta4_pH[13,2,1] 0.706 0.177 0.354 0.705 1.062
beta4_pH[14,2,1] 0.821 0.234 0.385 0.810 1.319
beta4_pH[15,2,1] 0.877 0.163 0.558 0.874 1.206
beta4_pH[16,2,1] 1.224 0.611 0.058 1.200 2.509
beta4_pH[1,3,1] 0.656 0.212 0.246 0.648 1.117
beta4_pH[2,3,1] 0.741 0.099 0.554 0.738 0.946
beta4_pH[3,3,1] 0.786 0.145 0.516 0.780 1.084
beta4_pH[4,3,1] 0.633 0.178 0.289 0.631 0.995
beta4_pH[5,3,1] 0.763 0.912 -0.637 0.661 2.779
beta4_pH[6,3,1] 1.582 2.368 -3.049 1.336 7.070
beta4_pH[7,3,1] 1.244 1.221 -0.804 1.092 4.142
beta4_pH[8,3,1] 0.957 1.502 -1.772 0.792 4.858
beta4_pH[9,3,1] 0.761 0.653 -0.416 0.713 2.213
beta4_pH[10,3,1] 0.661 0.190 0.315 0.655 1.063
beta4_pH[11,3,1] 0.638 0.199 0.265 0.630 1.044
beta4_pH[12,3,1] 0.651 0.298 0.095 0.642 1.290
beta4_pH[13,3,1] 0.712 0.177 0.371 0.709 1.068
beta4_pH[14,3,1] 0.812 0.240 0.348 0.811 1.306
beta4_pH[15,3,1] 0.873 0.161 0.557 0.869 1.200
beta4_pH[16,3,1] 1.223 0.615 0.064 1.208 2.501
beta4_pH[1,4,1] 0.654 0.210 0.242 0.654 1.075
beta4_pH[2,4,1] 0.743 0.097 0.552 0.742 0.949
beta4_pH[3,4,1] 0.784 0.144 0.505 0.781 1.084
beta4_pH[4,4,1] 0.629 0.185 0.264 0.623 1.014
beta4_pH[5,4,1] 0.735 0.900 -0.733 0.680 2.539
beta4_pH[6,4,1] 1.619 2.371 -2.784 1.384 6.907
beta4_pH[7,4,1] 1.202 1.223 -0.895 1.077 3.941
beta4_pH[8,4,1] 1.029 1.488 -1.457 0.828 4.809
beta4_pH[9,4,1] 0.738 0.650 -0.495 0.692 2.147
beta4_pH[10,4,1] 0.661 0.184 0.303 0.656 1.027
beta4_pH[11,4,1] 0.638 0.202 0.238 0.631 1.059
beta4_pH[12,4,1] 0.661 0.298 0.111 0.648 1.282
beta4_pH[13,4,1] 0.711 0.177 0.371 0.710 1.067
beta4_pH[14,4,1] 0.814 0.229 0.374 0.807 1.299
beta4_pH[15,4,1] 0.874 0.162 0.559 0.875 1.196
beta4_pH[16,4,1] 1.241 0.617 0.097 1.206 2.568
beta4_pH[1,5,1] 0.660 0.202 0.282 0.658 1.067
beta4_pH[2,5,1] 0.745 0.097 0.558 0.742 0.959
beta4_pH[3,5,1] 0.786 0.150 0.494 0.783 1.094
beta4_pH[4,5,1] 0.626 0.183 0.275 0.623 1.000
beta4_pH[5,5,1] 0.781 0.911 -0.648 0.699 2.803
beta4_pH[6,5,1] 1.723 2.376 -2.334 1.423 7.577
beta4_pH[7,5,1] 1.243 1.241 -0.889 1.110 3.968
beta4_pH[8,5,1] 0.996 1.577 -1.874 0.827 5.053
beta4_pH[9,5,1] 0.764 0.663 -0.428 0.723 2.173
beta4_pH[10,5,1] 0.664 0.190 0.298 0.657 1.059
beta4_pH[11,5,1] 0.635 0.201 0.248 0.630 1.032
beta4_pH[12,5,1] 0.645 0.296 0.074 0.631 1.263
beta4_pH[13,5,1] 0.709 0.181 0.350 0.710 1.078
beta4_pH[14,5,1] 0.820 0.238 0.369 0.809 1.320
beta4_pH[15,5,1] 0.874 0.159 0.556 0.872 1.202
beta4_pH[16,5,1] 1.221 0.633 0.015 1.186 2.580
beta4_pH[1,6,1] 0.648 0.210 0.239 0.647 1.086
beta4_pH[2,6,1] 0.745 0.097 0.552 0.743 0.942
beta4_pH[3,6,1] 0.782 0.144 0.503 0.777 1.087
beta4_pH[4,6,1] 0.625 0.183 0.276 0.619 1.014
beta4_pH[5,6,1] 0.731 0.829 -0.747 0.676 2.395
beta4_pH[6,6,1] 1.674 2.210 -2.237 1.417 6.764
beta4_pH[7,6,1] 1.230 1.257 -0.873 1.090 4.146
beta4_pH[8,6,1] 1.009 1.489 -1.807 0.810 4.814
beta4_pH[9,6,1] 0.770 0.647 -0.336 0.721 2.203
beta4_pH[10,6,1] 0.662 0.190 0.278 0.658 1.048
beta4_pH[11,6,1] 0.639 0.201 0.243 0.631 1.063
beta4_pH[12,6,1] 0.663 0.299 0.092 0.651 1.272
beta4_pH[13,6,1] 0.710 0.178 0.364 0.710 1.077
beta4_pH[14,6,1] 0.817 0.234 0.366 0.803 1.304
beta4_pH[15,6,1] 0.877 0.163 0.562 0.871 1.206
beta4_pH[16,6,1] 1.234 0.603 0.101 1.208 2.506
beta4_pH[1,7,1] 0.656 0.213 0.236 0.655 1.089
beta4_pH[2,7,1] 0.745 0.097 0.558 0.744 0.946
beta4_pH[3,7,1] 0.781 0.146 0.496 0.780 1.082
beta4_pH[4,7,1] 0.631 0.184 0.290 0.623 1.025
beta4_pH[5,7,1] 0.735 0.885 -0.658 0.658 2.653
beta4_pH[6,7,1] 1.669 2.330 -2.368 1.424 6.991
beta4_pH[7,7,1] 1.215 1.268 -0.849 1.077 4.114
beta4_pH[8,7,1] 1.026 1.472 -1.693 0.825 4.779
beta4_pH[9,7,1] 0.774 0.648 -0.462 0.713 2.200
beta4_pH[10,7,1] 0.660 0.184 0.297 0.658 1.041
beta4_pH[11,7,1] 0.640 0.200 0.237 0.634 1.057
beta4_pH[12,7,1] 0.668 0.299 0.136 0.654 1.329
beta4_pH[13,7,1] 0.710 0.178 0.372 0.708 1.063
beta4_pH[14,7,1] 0.817 0.237 0.368 0.810 1.327
beta4_pH[15,7,1] 0.877 0.157 0.580 0.869 1.205
beta4_pH[16,7,1] 1.220 0.621 0.004 1.195 2.521
beta4_pH[1,8,1] 0.652 0.218 0.228 0.649 1.085
beta4_pH[2,8,1] 0.742 0.096 0.549 0.740 0.943
beta4_pH[3,8,1] 0.790 0.148 0.507 0.789 1.098
beta4_pH[4,8,1] 0.620 0.186 0.256 0.613 1.019
beta4_pH[5,8,1] 0.756 0.858 -0.764 0.671 2.566
beta4_pH[6,8,1] 1.662 2.297 -2.508 1.448 7.212
beta4_pH[7,8,1] 1.227 1.276 -1.011 1.111 3.949
beta4_pH[8,8,1] 1.000 1.432 -1.678 0.801 4.707
beta4_pH[9,8,1] 0.756 0.629 -0.414 0.703 2.124
beta4_pH[10,8,1] 0.661 0.187 0.299 0.658 1.045
beta4_pH[11,8,1] 0.637 0.202 0.238 0.632 1.060
beta4_pH[12,8,1] 0.660 0.304 0.080 0.647 1.287
beta4_pH[13,8,1] 0.705 0.179 0.359 0.703 1.075
beta4_pH[14,8,1] 0.812 0.237 0.342 0.807 1.304
beta4_pH[15,8,1] 0.886 0.161 0.579 0.884 1.223
beta4_pH[16,8,1] 1.232 0.609 0.032 1.208 2.487
beta4_pH[1,9,1] 0.655 0.211 0.245 0.654 1.081
beta4_pH[2,9,1] 0.740 0.095 0.551 0.740 0.928
beta4_pH[3,9,1] 0.788 0.149 0.493 0.783 1.091
beta4_pH[4,9,1] 0.624 0.181 0.277 0.620 0.987
beta4_pH[5,9,1] 0.747 0.866 -0.723 0.684 2.648
beta4_pH[6,9,1] 1.685 2.421 -2.621 1.430 7.325
beta4_pH[7,9,1] 1.252 1.324 -0.840 1.104 4.174
beta4_pH[8,9,1] 0.952 1.463 -1.832 0.796 4.517
beta4_pH[9,9,1] 0.753 0.652 -0.425 0.703 2.207
beta4_pH[10,9,1] 0.664 0.184 0.313 0.656 1.055
beta4_pH[11,9,1] 0.636 0.197 0.255 0.628 1.048
beta4_pH[12,9,1] 0.668 0.306 0.090 0.653 1.320
beta4_pH[13,9,1] 0.705 0.172 0.365 0.705 1.058
beta4_pH[14,9,1] 0.815 0.233 0.385 0.808 1.307
beta4_pH[15,9,1] 0.878 0.165 0.556 0.877 1.221
beta4_pH[16,9,1] 1.229 0.613 0.032 1.229 2.547
beta4_pH[1,10,1] 0.656 0.206 0.242 0.655 1.076
beta4_pH[2,10,1] 0.746 0.097 0.564 0.744 0.967
beta4_pH[3,10,1] 0.784 0.147 0.499 0.781 1.086
beta4_pH[4,10,1] 0.621 0.182 0.277 0.616 0.996
beta4_pH[5,10,1] 0.753 0.850 -0.643 0.674 2.507
beta4_pH[6,10,1] 1.667 2.338 -2.370 1.396 7.106
beta4_pH[7,10,1] 1.153 1.251 -1.169 1.046 3.877
beta4_pH[8,10,1] 0.989 1.501 -1.804 0.819 4.689
beta4_pH[9,10,1] 0.742 0.640 -0.406 0.695 2.161
beta4_pH[10,10,1] 0.654 0.187 0.303 0.651 1.038
beta4_pH[11,10,1] 0.635 0.200 0.241 0.635 1.027
beta4_pH[12,10,1] 0.657 0.294 0.091 0.646 1.290
beta4_pH[13,10,1] 0.707 0.174 0.361 0.707 1.057
beta4_pH[14,10,1] 0.817 0.235 0.345 0.810 1.305
beta4_pH[15,10,1] 0.882 0.161 0.574 0.877 1.215
beta4_pH[16,10,1] 1.212 0.622 0.036 1.188 2.533
beta4_pH[1,11,1] 0.658 0.212 0.250 0.652 1.100
beta4_pH[2,11,1] 0.743 0.096 0.565 0.740 0.940
beta4_pH[3,11,1] 0.787 0.148 0.506 0.782 1.088
beta4_pH[4,11,1] 0.625 0.180 0.285 0.619 0.997
beta4_pH[5,11,1] 0.759 0.871 -0.666 0.668 2.727
beta4_pH[6,11,1] 1.694 2.296 -2.426 1.465 7.058
beta4_pH[7,11,1] 1.231 1.271 -0.934 1.112 4.171
beta4_pH[8,11,1] 1.011 1.534 -1.693 0.814 4.783
beta4_pH[9,11,1] 0.740 0.632 -0.480 0.703 2.159
beta4_pH[10,11,1] 0.660 0.188 0.288 0.655 1.062
beta4_pH[11,11,1] 0.636 0.199 0.260 0.629 1.060
beta4_pH[12,11,1] 0.666 0.306 0.078 0.646 1.315
beta4_pH[13,11,1] 0.711 0.182 0.355 0.710 1.082
beta4_pH[14,11,1] 0.813 0.238 0.359 0.803 1.312
beta4_pH[15,11,1] 0.878 0.161 0.569 0.874 1.201
beta4_pH[16,11,1] 1.214 0.606 0.056 1.194 2.461
beta4_pH[1,12,1] 0.657 0.208 0.251 0.652 1.075
beta4_pH[2,12,1] 0.743 0.096 0.556 0.738 0.937
beta4_pH[3,12,1] 0.783 0.148 0.503 0.778 1.081
beta4_pH[4,12,1] 0.620 0.179 0.277 0.615 0.998
beta4_pH[5,12,1] 0.768 0.926 -0.785 0.708 2.637
beta4_pH[6,12,1] 1.639 2.261 -2.414 1.365 6.911
beta4_pH[7,12,1] 1.239 1.277 -1.016 1.079 4.251
beta4_pH[8,12,1] 1.041 1.566 -1.738 0.812 5.248
beta4_pH[9,12,1] 0.752 0.663 -0.473 0.714 2.169
beta4_pH[10,12,1] 0.653 0.184 0.300 0.647 1.032
beta4_pH[11,12,1] 0.634 0.199 0.239 0.627 1.057
beta4_pH[12,12,1] 0.662 0.299 0.106 0.648 1.285
beta4_pH[13,12,1] 0.715 0.180 0.363 0.707 1.087
beta4_pH[14,12,1] 0.815 0.236 0.373 0.807 1.299
beta4_pH[15,12,1] 0.875 0.161 0.549 0.873 1.201
beta4_pH[16,12,1] 1.214 0.604 0.018 1.201 2.414
beta4_pH[1,13,1] 0.658 0.210 0.248 0.657 1.082
beta4_pH[2,13,1] 0.746 0.097 0.561 0.745 0.942
beta4_pH[3,13,1] 0.783 0.147 0.503 0.780 1.087
beta4_pH[4,13,1] 0.620 0.187 0.241 0.616 1.002
beta4_pH[5,13,1] 0.766 0.902 -0.630 0.685 2.608
beta4_pH[6,13,1] 1.710 2.311 -2.181 1.418 7.417
beta4_pH[7,13,1] 1.248 1.253 -0.813 1.122 4.170
beta4_pH[8,13,1] 0.953 1.455 -1.943 0.817 4.624
beta4_pH[9,13,1] 0.741 0.665 -0.467 0.676 2.237
beta4_pH[10,13,1] 0.663 0.189 0.294 0.659 1.057
beta4_pH[11,13,1] 0.637 0.200 0.266 0.632 1.057
beta4_pH[12,13,1] 0.668 0.293 0.122 0.654 1.275
beta4_pH[13,13,1] 0.706 0.180 0.351 0.704 1.071
beta4_pH[14,13,1] 0.813 0.228 0.377 0.805 1.290
beta4_pH[15,13,1] 0.878 0.163 0.559 0.871 1.220
beta4_pH[16,13,1] 1.231 0.612 0.026 1.221 2.496
beta4_pH[1,14,1] 0.665 0.210 0.265 0.661 1.098
beta4_pH[2,14,1] 0.744 0.099 0.553 0.742 0.959
beta4_pH[3,14,1] 0.775 0.150 0.483 0.771 1.083
beta4_pH[4,14,1] 0.622 0.181 0.276 0.614 1.013
beta4_pH[5,14,1] 0.737 0.891 -0.700 0.658 2.526
beta4_pH[6,14,1] 1.893 2.362 -2.143 1.537 7.649
beta4_pH[7,14,1] 1.229 1.265 -0.952 1.106 4.109
beta4_pH[8,14,1] 1.013 1.470 -1.556 0.815 4.828
beta4_pH[9,14,1] 0.735 0.643 -0.446 0.702 2.100
beta4_pH[10,14,1] 0.662 0.190 0.292 0.657 1.051
beta4_pH[11,14,1] 0.634 0.197 0.240 0.630 1.038
beta4_pH[12,14,1] 0.663 0.290 0.106 0.659 1.272
beta4_pH[13,14,1] 0.706 0.174 0.374 0.706 1.051
beta4_pH[14,14,1] 0.815 0.240 0.357 0.803 1.327
beta4_pH[15,14,1] 0.872 0.164 0.542 0.872 1.206
beta4_pH[16,14,1] 1.216 0.615 0.040 1.208 2.461
beta4_pH[1,15,1] 0.665 0.205 0.264 0.661 1.087
beta4_pH[2,15,1] 0.747 0.098 0.551 0.746 0.947
beta4_pH[3,15,1] 0.786 0.145 0.512 0.784 1.077
beta4_pH[4,15,1] 0.631 0.183 0.294 0.624 1.016
beta4_pH[5,15,1] 0.759 0.888 -0.712 0.698 2.682
beta4_pH[6,15,1] 1.837 2.364 -2.178 1.543 7.825
beta4_pH[7,15,1] 1.277 1.252 -0.884 1.137 4.101
beta4_pH[8,15,1] 1.025 1.509 -1.787 0.826 4.851
beta4_pH[9,15,1] 0.753 0.651 -0.431 0.705 2.236
beta4_pH[10,15,1] 0.665 0.188 0.299 0.660 1.054
beta4_pH[11,15,1] 0.630 0.200 0.256 0.621 1.041
beta4_pH[12,15,1] 0.675 0.301 0.126 0.658 1.318
beta4_pH[13,15,1] 0.705 0.176 0.359 0.703 1.070
beta4_pH[14,15,1] 0.817 0.236 0.360 0.807 1.319
beta4_pH[15,15,1] 0.876 0.161 0.569 0.874 1.219
beta4_pH[16,15,1] 1.213 0.609 0.003 1.196 2.430
beta4_pH[1,16,1] 0.655 0.212 0.219 0.652 1.074
beta4_pH[2,16,1] 0.746 0.095 0.561 0.745 0.937
beta4_pH[3,16,1] 0.782 0.145 0.500 0.780 1.074
beta4_pH[4,16,1] 0.634 0.181 0.284 0.626 1.009
beta4_pH[5,16,1] 0.725 0.881 -0.742 0.652 2.586
beta4_pH[6,16,1] 1.836 2.324 -2.095 1.556 7.387
beta4_pH[7,16,1] 1.336 1.265 -0.713 1.169 4.248
beta4_pH[8,16,1] 1.033 1.439 -1.679 0.849 4.768
beta4_pH[9,16,1] 0.735 0.633 -0.394 0.692 2.125
beta4_pH[10,16,1] 0.659 0.186 0.301 0.655 1.047
beta4_pH[11,16,1] 0.634 0.205 0.232 0.628 1.069
beta4_pH[12,16,1] 0.671 0.297 0.118 0.654 1.302
beta4_pH[13,16,1] 0.706 0.173 0.369 0.704 1.059
beta4_pH[14,16,1] 0.823 0.238 0.368 0.813 1.322
beta4_pH[15,16,1] 0.878 0.162 0.570 0.873 1.211
beta4_pH[16,16,1] 1.239 0.595 0.168 1.222 2.495
beta4_pH[1,17,1] 0.651 0.210 0.253 0.646 1.095
beta4_pH[2,17,1] 0.744 0.097 0.555 0.742 0.939
beta4_pH[3,17,1] 0.788 0.149 0.500 0.783 1.105
beta4_pH[4,17,1] 0.627 0.179 0.283 0.618 0.993
beta4_pH[5,17,1] 0.724 0.922 -0.793 0.665 2.497
beta4_pH[6,17,1] 1.868 2.323 -2.019 1.575 7.327
beta4_pH[7,17,1] 1.367 1.280 -0.696 1.196 4.453
beta4_pH[8,17,1] 1.088 1.466 -1.536 0.879 4.880
beta4_pH[9,17,1] 0.749 0.630 -0.397 0.706 2.140
beta4_pH[10,17,1] 0.664 0.189 0.311 0.660 1.058
beta4_pH[11,17,1] 0.633 0.201 0.239 0.627 1.047
beta4_pH[12,17,1] 0.643 0.296 0.086 0.635 1.259
beta4_pH[13,17,1] 0.705 0.173 0.365 0.702 1.069
beta4_pH[14,17,1] 0.816 0.229 0.376 0.810 1.284
beta4_pH[15,17,1] 0.875 0.156 0.572 0.872 1.185
beta4_pH[16,17,1] 1.189 0.612 -0.047 1.183 2.459
beta4_pH[1,18,1] 0.656 0.207 0.255 0.650 1.086
beta4_pH[2,18,1] 0.744 0.096 0.556 0.743 0.944
beta4_pH[3,18,1] 0.780 0.146 0.508 0.779 1.085
beta4_pH[4,18,1] 0.634 0.180 0.288 0.628 1.014
beta4_pH[5,18,1] 0.708 0.827 -0.701 0.645 2.471
beta4_pH[6,18,1] 1.656 2.257 -2.217 1.396 6.909
beta4_pH[7,18,1] 1.269 1.257 -0.831 1.139 4.277
beta4_pH[8,18,1] 1.024 1.478 -1.795 0.822 4.840
beta4_pH[9,18,1] 0.748 0.630 -0.450 0.696 2.147
beta4_pH[10,18,1] 0.666 0.188 0.304 0.659 1.065
beta4_pH[11,18,1] 0.633 0.197 0.252 0.630 1.048
beta4_pH[12,18,1] 0.669 0.302 0.108 0.657 1.296
beta4_pH[13,18,1] 0.710 0.175 0.364 0.708 1.065
beta4_pH[14,18,1] 0.816 0.238 0.362 0.805 1.319
beta4_pH[15,18,1] 0.876 0.160 0.554 0.876 1.212
beta4_pH[16,18,1] 1.200 0.604 0.051 1.174 2.462
beta4_pH[1,19,1] 0.658 0.211 0.245 0.656 1.094
beta4_pH[2,19,1] 0.740 0.098 0.551 0.737 0.941
beta4_pH[3,19,1] 0.737 0.145 0.442 0.741 1.014
beta4_pH[4,19,1] 0.730 0.187 0.404 0.714 1.146
beta4_pH[5,19,1] 0.755 0.881 -0.748 0.675 2.546
beta4_pH[6,19,1] 1.708 2.299 -2.106 1.418 7.179
beta4_pH[7,19,1] 1.490 1.263 -0.387 1.291 4.653
beta4_pH[8,19,1] -0.464 1.834 -5.307 0.244 1.536
beta4_pH[9,19,1] 0.734 0.640 -0.425 0.686 2.107
beta4_pH[10,19,1] 0.698 0.192 0.350 0.685 1.111
beta4_pH[11,19,1] 0.623 0.196 0.233 0.617 1.027
beta4_pH[12,19,1] 0.674 0.295 0.126 0.660 1.316
beta4_pH[13,19,1] 0.707 0.177 0.359 0.705 1.074
beta4_pH[14,19,1] 0.810 0.235 0.354 0.798 1.318
beta4_pH[15,19,1] 0.876 0.161 0.562 0.871 1.205
beta4_pH[16,19,1] 1.204 0.609 0.014 1.191 2.469
beta4_pH[1,20,1] 0.686 0.211 0.283 0.682 1.114
beta4_pH[2,20,1] 0.745 0.097 0.549 0.744 0.935
beta4_pH[3,20,1] 0.820 0.147 0.552 0.813 1.135
beta4_pH[4,20,1] 0.677 0.179 0.349 0.670 1.053
beta4_pH[5,20,1] 0.788 0.917 -0.642 0.697 2.770
beta4_pH[6,20,1] 1.764 2.366 -2.413 1.477 7.232
beta4_pH[7,20,1] 1.294 1.294 -0.938 1.157 4.253
beta4_pH[8,20,1] 0.997 1.512 -1.871 0.821 4.869
beta4_pH[9,20,1] 0.755 0.658 -0.388 0.691 2.250
beta4_pH[10,20,1] 0.662 0.187 0.287 0.658 1.048
beta4_pH[11,20,1] 0.637 0.204 0.248 0.632 1.066
beta4_pH[12,20,1] 0.679 0.298 0.129 0.666 1.305
beta4_pH[13,20,1] 0.709 0.179 0.360 0.704 1.080
beta4_pH[14,20,1] 0.819 0.235 0.363 0.815 1.297
beta4_pH[15,20,1] 0.876 0.162 0.560 0.873 1.202
beta4_pH[16,20,1] 1.223 0.634 -0.035 1.200 2.619
beta4_pH[1,21,1] 0.607 0.209 0.207 0.608 1.021
beta4_pH[2,21,1] 0.735 0.098 0.541 0.734 0.935
beta4_pH[3,21,1] 0.792 0.144 0.520 0.788 1.097
beta4_pH[4,21,1] 0.581 0.173 0.228 0.586 0.927
beta4_pH[5,21,1] 0.755 0.893 -0.740 0.677 2.517
beta4_pH[6,21,1] 1.623 2.246 -2.209 1.388 6.974
beta4_pH[7,21,1] 1.094 1.292 -1.373 1.030 3.840
beta4_pH[8,21,1] 1.037 1.498 -1.604 0.832 5.013
beta4_pH[9,21,1] 0.810 0.681 -0.346 0.734 2.326
beta4_pH[10,21,1] 0.652 0.186 0.293 0.646 1.037
beta4_pH[11,21,1] 0.630 0.196 0.258 0.624 1.031
beta4_pH[12,21,1] 0.677 0.298 0.095 0.665 1.297
beta4_pH[13,21,1] 0.709 0.178 0.360 0.707 1.077
beta4_pH[14,21,1] 0.810 0.236 0.354 0.801 1.316
beta4_pH[15,21,1] 0.876 0.159 0.573 0.868 1.194
beta4_pH[16,21,1] 1.227 0.608 0.072 1.206 2.471
beta4_pH[1,22,1] 0.703 0.211 0.310 0.699 1.167
beta4_pH[2,22,1] 0.725 0.096 0.533 0.727 0.920
beta4_pH[3,22,1] 0.771 0.148 0.486 0.768 1.073
beta4_pH[4,22,1] 0.539 0.173 0.176 0.544 0.866
beta4_pH[5,22,1] 0.704 0.905 -0.745 0.639 2.673
beta4_pH[6,22,1] 1.580 2.267 -2.456 1.318 6.578
beta4_pH[7,22,1] 1.103 1.267 -1.270 1.000 3.873
beta4_pH[8,22,1] 1.169 1.451 -1.067 0.879 5.071
beta4_pH[9,22,1] 0.765 0.641 -0.423 0.717 2.180
beta4_pH[10,22,1] 0.643 0.184 0.269 0.637 1.017
beta4_pH[11,22,1] 0.633 0.199 0.235 0.626 1.040
beta4_pH[12,22,1] 0.653 0.301 0.074 0.640 1.276
beta4_pH[13,22,1] 0.710 0.177 0.369 0.703 1.070
beta4_pH[14,22,1] 0.817 0.235 0.372 0.807 1.309
beta4_pH[15,22,1] 0.871 0.160 0.556 0.869 1.193
beta4_pH[16,22,1] 1.210 0.599 0.025 1.199 2.409
beta4_pH[1,23,1] 0.660 0.207 0.250 0.658 1.068
beta4_pH[2,23,1] 0.732 0.095 0.541 0.730 0.918
beta4_pH[3,23,1] 0.769 0.143 0.490 0.767 1.053
beta4_pH[4,23,1] 0.585 0.174 0.226 0.589 0.920
beta4_pH[5,23,1] 0.746 0.859 -0.761 0.676 2.546
beta4_pH[6,23,1] 1.732 2.310 -2.222 1.439 7.294
beta4_pH[7,23,1] 1.174 1.266 -1.074 1.070 4.185
beta4_pH[8,23,1] 0.999 1.471 -1.741 0.822 4.661
beta4_pH[9,23,1] 0.725 0.650 -0.481 0.688 2.143
beta4_pH[10,23,1] 0.662 0.192 0.276 0.657 1.064
beta4_pH[11,23,1] 0.638 0.199 0.272 0.629 1.050
beta4_pH[12,23,1] 0.652 0.294 0.087 0.641 1.266
beta4_pH[13,23,1] 0.707 0.175 0.357 0.708 1.055
beta4_pH[14,23,1] 0.814 0.236 0.365 0.803 1.328
beta4_pH[15,23,1] 0.879 0.161 0.566 0.877 1.203
beta4_pH[16,23,1] 1.175 0.609 0.033 1.153 2.446
beta4_pH[1,24,1] 0.697 0.210 0.296 0.684 1.122
beta4_pH[2,24,1] 0.738 0.096 0.556 0.736 0.941
beta4_pH[3,24,1] 0.801 0.144 0.531 0.795 1.113
beta4_pH[4,24,1] 0.563 0.177 0.201 0.565 0.909
beta4_pH[5,24,1] 0.757 0.876 -0.716 0.693 2.629
beta4_pH[6,24,1] 1.693 2.294 -2.432 1.451 6.958
beta4_pH[7,24,1] 1.161 1.243 -1.082 1.050 3.659
beta4_pH[8,24,1] 0.068 1.116 -2.776 0.375 1.572
beta4_pH[9,24,1] 0.809 0.685 -0.336 0.732 2.367
beta4_pH[10,24,1] 0.654 0.189 0.285 0.646 1.035
beta4_pH[11,24,1] 0.679 0.203 0.293 0.668 1.115
beta4_pH[12,24,1] 0.667 0.304 0.108 0.654 1.327
beta4_pH[13,24,1] 0.707 0.176 0.364 0.705 1.060
beta4_pH[14,24,1] 0.805 0.240 0.347 0.795 1.318
beta4_pH[15,24,1] 0.880 0.162 0.559 0.878 1.210
beta4_pH[16,24,1] 1.250 0.610 0.082 1.226 2.513
beta4_pH[1,25,1] 0.664 0.213 0.242 0.660 1.106
beta4_pH[2,25,1] 0.745 0.095 0.558 0.744 0.939
beta4_pH[3,25,1] 0.777 0.144 0.489 0.775 1.075
beta4_pH[4,25,1] 0.608 0.174 0.273 0.605 0.954
beta4_pH[5,25,1] 0.746 0.901 -0.702 0.653 2.771
beta4_pH[6,25,1] 1.604 2.301 -2.452 1.347 7.095
beta4_pH[7,25,1] 1.163 1.277 -0.964 1.028 4.099
beta4_pH[8,25,1] 0.961 1.424 -1.768 0.798 4.579
beta4_pH[9,25,1] 0.727 0.634 -0.481 0.684 2.161
beta4_pH[10,25,1] 0.645 0.186 0.279 0.642 1.024
beta4_pH[11,25,1] 0.651 0.202 0.267 0.644 1.081
beta4_pH[12,25,1] 0.671 0.293 0.134 0.653 1.308
beta4_pH[13,25,1] 0.706 0.179 0.355 0.705 1.073
beta4_pH[14,25,1] 0.819 0.231 0.364 0.815 1.294
beta4_pH[15,25,1] 0.876 0.160 0.563 0.873 1.201
beta4_pH[16,25,1] 1.249 0.611 0.094 1.220 2.538
beta4_pH[1,26,1] 0.637 0.204 0.238 0.638 1.049
beta4_pH[2,26,1] 0.743 0.091 0.563 0.743 0.918
beta4_pH[3,26,1] 0.777 0.145 0.497 0.773 1.064
beta4_pH[4,26,1] 0.652 0.178 0.300 0.645 1.018
beta4_pH[5,26,1] 0.719 0.864 -0.747 0.666 2.506
beta4_pH[6,26,1] 1.697 2.332 -2.494 1.432 7.211
beta4_pH[7,26,1] 1.272 1.292 -0.981 1.123 4.163
beta4_pH[8,26,1] 0.149 1.098 -2.678 0.429 1.708
beta4_pH[9,26,1] 0.744 0.645 -0.426 0.687 2.185
beta4_pH[10,26,1] 0.651 0.182 0.287 0.648 1.025
beta4_pH[11,26,1] 0.701 0.210 0.315 0.692 1.140
beta4_pH[12,26,1] 0.653 0.295 0.100 0.644 1.291
beta4_pH[13,26,1] 0.703 0.175 0.361 0.701 1.058
beta4_pH[14,26,1] 0.817 0.239 0.358 0.808 1.318
beta4_pH[15,26,1] 0.888 0.163 0.573 0.885 1.228
beta4_pH[16,26,1] 1.256 0.589 0.121 1.241 2.477
beta4_pH[1,27,1] 0.599 0.206 0.185 0.603 1.006
beta4_pH[2,27,1] 0.740 0.096 0.552 0.737 0.933
beta4_pH[3,27,1] 0.767 0.141 0.496 0.761 1.062
beta4_pH[4,27,1] 0.527 0.170 0.171 0.534 0.842
beta4_pH[5,27,1] 0.790 0.947 -0.648 0.719 2.669
beta4_pH[6,27,1] 1.530 2.325 -2.673 1.297 6.787
beta4_pH[7,27,1] 1.269 1.254 -0.843 1.106 4.090
beta4_pH[8,27,1] 1.894 1.601 0.079 1.298 5.939
beta4_pH[9,27,1] 0.730 0.659 -0.564 0.705 2.150
beta4_pH[10,27,1] 0.643 0.190 0.275 0.638 1.032
beta4_pH[11,27,1] 0.734 0.201 0.369 0.718 1.158
beta4_pH[12,27,1] 0.678 0.294 0.125 0.667 1.301
beta4_pH[13,27,1] 0.685 0.175 0.335 0.685 1.044
beta4_pH[14,27,1] 0.814 0.239 0.348 0.809 1.316
beta4_pH[15,27,1] 0.961 0.166 0.658 0.950 1.321
beta4_pH[16,27,1] 1.674 0.630 0.573 1.626 3.038
beta4_pH[1,28,1] 0.622 0.207 0.213 0.622 1.045
beta4_pH[2,28,1] 0.733 0.096 0.535 0.736 0.915
beta4_pH[3,28,1] 0.761 0.145 0.476 0.759 1.049
beta4_pH[4,28,1] 0.586 0.171 0.229 0.587 0.926
beta4_pH[5,28,1] 0.513 0.890 -1.015 0.486 2.289
beta4_pH[6,28,1] 1.653 2.266 -2.177 1.385 6.826
beta4_pH[7,28,1] 1.017 1.241 -1.449 0.951 3.695
beta4_pH[8,28,1] 0.070 1.474 -4.106 0.487 1.823
beta4_pH[9,28,1] 0.720 0.624 -0.441 0.683 2.024
beta4_pH[10,28,1] 0.644 0.189 0.281 0.643 1.041
beta4_pH[11,28,1] 0.700 0.204 0.324 0.689 1.135
beta4_pH[12,28,1] 0.672 0.289 0.118 0.660 1.313
beta4_pH[13,28,1] 0.709 0.172 0.367 0.705 1.052
beta4_pH[14,28,1] 0.818 0.238 0.379 0.807 1.323
beta4_pH[15,28,1] 0.959 0.168 0.655 0.949 1.314
beta4_pH[16,28,1] 1.210 0.611 0.042 1.204 2.458
beta4_pH[1,29,1] 0.614 0.207 0.197 0.618 1.026
beta4_pH[2,29,1] 0.734 0.093 0.552 0.731 0.928
beta4_pH[3,29,1] 0.756 0.144 0.474 0.758 1.045
beta4_pH[4,29,1] 0.572 0.168 0.236 0.577 0.904
beta4_pH[5,29,1] 0.481 0.852 -1.065 0.477 2.074
beta4_pH[6,29,1] 1.664 2.242 -2.279 1.434 7.153
beta4_pH[7,29,1] 1.151 1.259 -1.181 1.057 3.931
beta4_pH[8,29,1] 1.854 1.856 -0.080 1.162 6.923
beta4_pH[9,29,1] 0.694 0.625 -0.485 0.652 2.078
beta4_pH[10,29,1] 0.654 0.190 0.290 0.650 1.042
beta4_pH[11,29,1] 0.646 0.198 0.260 0.641 1.070
beta4_pH[12,29,1] 0.669 0.303 0.099 0.656 1.323
beta4_pH[13,29,1] 0.736 0.178 0.389 0.729 1.101
beta4_pH[14,29,1] 0.801 0.231 0.357 0.803 1.292
beta4_pH[15,29,1] 0.979 0.166 0.680 0.962 1.329
beta4_pH[16,29,1] 1.283 0.586 0.204 1.251 2.513
beta4_pH[1,30,1] 0.603 0.213 0.171 0.606 1.032
beta4_pH[2,30,1] 0.737 0.096 0.547 0.736 0.930
beta4_pH[3,30,1] 0.755 0.142 0.477 0.755 1.030
beta4_pH[4,30,1] 0.690 0.178 0.369 0.680 1.073
beta4_pH[5,30,1] 0.413 0.813 -1.267 0.423 1.911
beta4_pH[6,30,1] 1.555 2.158 -2.212 1.345 6.658
beta4_pH[7,30,1] 1.343 1.255 -0.664 1.181 4.211
beta4_pH[8,30,1] 1.007 1.582 -1.844 0.806 4.804
beta4_pH[9,30,1] 0.764 0.645 -0.394 0.721 2.185
beta4_pH[10,30,1] 0.646 0.187 0.278 0.641 1.036
beta4_pH[11,30,1] 0.569 0.186 0.186 0.576 0.921
beta4_pH[12,30,1] 0.666 0.262 0.177 0.659 1.213
beta4_pH[13,30,1] 0.711 0.176 0.374 0.710 1.068
beta4_pH[14,30,1] 0.797 0.235 0.354 0.792 1.303
beta4_pH[15,30,1] 0.868 0.152 0.573 0.863 1.173
beta4_pH[16,30,1] 1.646 0.477 0.800 1.615 2.640
beta4_pH[1,31,1] 0.633 0.203 0.232 0.634 1.037
beta4_pH[2,31,1] 0.735 0.094 0.553 0.733 0.929
beta4_pH[3,31,1] 0.758 0.146 0.477 0.757 1.049
beta4_pH[4,31,1] 0.596 0.170 0.265 0.594 0.955
beta4_pH[5,31,1] 0.448 0.792 -1.131 0.449 2.020
beta4_pH[6,31,1] 1.650 2.312 -2.391 1.365 6.909
beta4_pH[7,31,1] 0.788 1.251 -1.943 0.807 3.418
beta4_pH[8,31,1] 0.963 1.476 -1.784 0.803 4.678
beta4_pH[9,31,1] 0.775 0.647 -0.371 0.709 2.193
beta4_pH[10,31,1] 0.645 0.184 0.271 0.646 1.010
beta4_pH[11,31,1] 0.538 0.189 0.158 0.539 0.892
beta4_pH[12,31,1] 0.547 0.236 0.096 0.544 1.022
beta4_pH[13,31,1] 0.706 0.173 0.370 0.702 1.053
beta4_pH[14,31,1] 0.763 0.233 0.313 0.759 1.240
beta4_pH[15,31,1] 0.837 0.149 0.550 0.839 1.133
beta4_pH[16,31,1] 0.972 0.381 0.252 0.959 1.782
beta4_pH[1,32,1] 0.592 0.204 0.188 0.600 0.985
beta4_pH[2,32,1] 0.726 0.095 0.541 0.726 0.912
beta4_pH[3,32,1] 0.742 0.143 0.463 0.737 1.043
beta4_pH[4,32,1] 0.604 0.161 0.288 0.601 0.933
beta4_pH[5,32,1] 0.788 0.858 -0.588 0.698 2.728
beta4_pH[6,32,1] 1.730 2.329 -2.442 1.433 7.102
beta4_pH[7,32,1] 0.865 1.268 -1.710 0.838 3.443
beta4_pH[8,32,1] 1.221 1.539 -1.041 0.908 5.398
beta4_pH[9,32,1] 0.766 0.636 -0.429 0.725 2.177
beta4_pH[10,32,1] 0.631 0.188 0.271 0.627 1.016
beta4_pH[11,32,1] 0.573 0.174 0.226 0.573 0.928
beta4_pH[12,32,1] 0.836 0.249 0.393 0.814 1.389
beta4_pH[13,32,1] 0.757 0.173 0.426 0.751 1.112
beta4_pH[14,32,1] 0.877 0.225 0.470 0.865 1.356
beta4_pH[15,32,1] 0.903 0.157 0.593 0.900 1.227
beta4_pH[16,32,1] 1.323 0.352 0.675 1.302 2.063
beta4_pH[1,33,1] 0.602 0.206 0.186 0.607 1.006
beta4_pH[2,33,1] 0.729 0.096 0.538 0.728 0.922
beta4_pH[3,33,1] 0.752 0.140 0.472 0.755 1.027
beta4_pH[4,33,1] 0.617 0.163 0.299 0.614 0.947
beta4_pH[5,33,1] 0.558 0.819 -0.878 0.531 2.182
beta4_pH[6,33,1] 1.483 2.163 -2.411 1.295 6.656
beta4_pH[7,33,1] 1.299 1.315 -0.816 1.121 4.469
beta4_pH[8,33,1] 1.687 1.809 -0.288 1.128 6.360
beta4_pH[9,33,1] 0.633 0.655 -0.642 0.602 2.033
beta4_pH[10,33,1] 0.618 0.189 0.239 0.617 1.009
beta4_pH[11,33,1] 0.513 0.183 0.119 0.517 0.863
beta4_pH[12,33,1] 0.434 0.205 0.023 0.439 0.834
beta4_pH[13,33,1] 0.766 0.171 0.446 0.758 1.130
beta4_pH[14,33,1] 0.763 0.211 0.352 0.759 1.187
beta4_pH[15,33,1] 0.863 0.152 0.563 0.861 1.165
beta4_pH[16,33,1] 2.133 0.501 1.318 2.078 3.217
beta4_pH[1,34,1] 0.645 0.196 0.264 0.638 1.051
beta4_pH[2,34,1] 0.726 0.098 0.523 0.727 0.922
beta4_pH[3,34,1] 0.763 0.140 0.489 0.760 1.045
beta4_pH[4,34,1] 0.523 0.165 0.175 0.528 0.827
beta4_pH[5,34,1] 0.566 0.813 -0.891 0.557 2.134
beta4_pH[6,34,1] 1.219 2.029 -2.537 1.061 5.847
beta4_pH[7,34,1] 0.805 1.099 -1.596 0.865 3.029
beta4_pH[8,34,1] 0.314 1.006 -2.189 0.449 1.994
beta4_pH[9,34,1] 0.229 0.600 -1.038 0.273 1.339
beta4_pH[10,34,1] 0.605 0.190 0.232 0.606 0.992
beta4_pH[11,34,1] 0.586 0.176 0.234 0.583 0.954
beta4_pH[12,34,1] 0.585 0.197 0.199 0.586 0.994
beta4_pH[13,34,1] 0.687 0.164 0.366 0.688 1.012
beta4_pH[14,34,1] 0.820 0.208 0.423 0.806 1.241
beta4_pH[15,34,1] 0.877 0.156 0.574 0.875 1.193
beta4_pH[16,34,1] 1.039 0.293 0.480 1.037 1.644
beta4_pH[1,35,1] 0.364 0.119 0.184 0.345 0.651
beta4_pH[2,35,1] 0.747 0.077 0.606 0.745 0.910
beta4_pH[3,35,1] 0.929 0.135 0.686 0.922 1.215
beta4_pH[4,35,1] 0.509 0.156 0.256 0.488 0.858
beta4_pH[5,35,1] 0.128 0.095 0.028 0.101 0.385
beta4_pH[6,35,1] 0.754 0.648 0.129 0.568 2.438
beta4_pH[7,35,1] 2.348 1.973 0.425 1.747 7.787
beta4_pH[8,35,1] 0.444 0.201 0.167 0.406 0.941
beta4_pH[9,35,1] 0.360 0.239 0.077 0.302 0.969
beta4_pH[10,35,1] 0.594 0.124 0.385 0.583 0.878
beta4_pH[11,35,1] 0.673 0.149 0.420 0.661 1.008
beta4_pH[12,35,1] 0.741 0.223 0.352 0.723 1.223
beta4_pH[13,35,1] 0.713 0.102 0.529 0.707 0.930
beta4_pH[14,35,1] 0.616 0.164 0.345 0.599 0.970
beta4_pH[15,35,1] 0.956 0.130 0.730 0.947 1.236
beta4_pH[16,35,1] 1.465 0.421 0.740 1.438 2.364
beta4_pH[1,36,1] 0.892 0.182 0.586 0.872 1.300
beta4_pH[2,36,1] 0.816 0.101 0.636 0.810 1.039
beta4_pH[3,36,1] 0.785 0.127 0.566 0.774 1.063
beta4_pH[4,36,1] 0.650 0.159 0.378 0.642 0.998
beta4_pH[5,36,1] 0.413 0.367 0.057 0.306 1.367
beta4_pH[6,36,1] 4.453 3.449 0.805 3.364 14.091
beta4_pH[7,36,1] 1.069 0.585 0.357 0.937 2.617
beta4_pH[8,36,1] 0.926 0.407 0.380 0.851 1.939
beta4_pH[9,36,1] 0.455 0.269 0.124 0.393 1.137
beta4_pH[10,36,1] 0.428 0.110 0.252 0.415 0.679
beta4_pH[11,36,1] 0.513 0.093 0.355 0.505 0.711
beta4_pH[12,36,1] 0.830 0.242 0.396 0.821 1.334
beta4_pH[13,36,1] 0.871 0.136 0.625 0.859 1.165
beta4_pH[14,36,1] 0.948 0.237 0.538 0.926 1.467
beta4_pH[15,36,1] 1.049 0.148 0.787 1.036 1.361
beta4_pH[16,36,1] 1.090 0.451 0.491 0.994 2.228
beta4_pH[1,37,1] 0.760 0.162 0.483 0.745 1.113
beta4_pH[2,37,1] 0.732 0.078 0.587 0.728 0.890
beta4_pH[3,37,1] 0.805 0.109 0.610 0.799 1.035
beta4_pH[4,37,1] 0.567 0.137 0.342 0.551 0.883
beta4_pH[5,37,1] 0.704 0.666 0.092 0.517 2.308
beta4_pH[6,37,1] 2.109 1.898 0.279 1.576 7.285
beta4_pH[7,37,1] 1.213 0.836 0.300 0.988 3.324
beta4_pH[8,37,1] 0.809 0.318 0.373 0.750 1.614
beta4_pH[9,37,1] 1.588 0.926 0.304 1.423 3.821
beta4_pH[10,37,1] 0.707 0.132 0.479 0.696 0.992
beta4_pH[11,37,1] 0.750 0.133 0.519 0.740 1.027
beta4_pH[12,37,1] 0.697 0.361 0.215 0.623 1.603
beta4_pH[13,37,1] 0.626 0.092 0.461 0.618 0.828
beta4_pH[14,37,1] 0.758 0.197 0.431 0.742 1.194
beta4_pH[15,37,1] 0.679 0.097 0.506 0.672 0.881
beta4_pH[16,37,1] 0.614 0.186 0.323 0.588 1.052
beta4_pH[1,38,1] 0.644 0.122 0.430 0.635 0.914
beta4_pH[2,38,1] 0.690 0.074 0.556 0.686 0.839
beta4_pH[3,38,1] 0.783 0.126 0.567 0.773 1.059
beta4_pH[4,38,1] 0.694 0.150 0.438 0.679 1.028
beta4_pH[5,38,1] 0.427 0.300 0.093 0.351 1.221
beta4_pH[6,38,1] 1.845 1.850 0.170 1.259 7.056
beta4_pH[7,38,1] 0.499 0.297 0.148 0.425 1.248
beta4_pH[8,38,1] 0.848 0.359 0.355 0.779 1.722
beta4_pH[9,38,1] 0.657 0.309 0.230 0.602 1.394
beta4_pH[10,38,1] 0.669 0.139 0.440 0.652 0.979
beta4_pH[11,38,1] 0.517 0.119 0.318 0.507 0.775
beta4_pH[12,38,1] 0.582 0.312 0.174 0.512 1.406
beta4_pH[13,38,1] 0.888 0.157 0.613 0.875 1.235
beta4_pH[14,38,1] 0.932 0.231 0.536 0.918 1.433
beta4_pH[15,38,1] 0.846 0.094 0.677 0.840 1.049
beta4_pH[16,38,1] 1.451 0.346 0.830 1.436 2.177
beta4_pH[1,39,1] 0.797 0.162 0.519 0.780 1.153
beta4_pH[2,39,1] 0.806 0.088 0.649 0.801 0.991
beta4_pH[3,39,1] 0.775 0.103 0.593 0.768 0.991
beta4_pH[4,39,1] 0.619 0.160 0.355 0.604 0.986
beta4_pH[5,39,1] 0.961 1.128 0.126 0.644 3.507
beta4_pH[6,39,1] 0.336 0.388 0.035 0.226 1.253
beta4_pH[7,39,1] 1.829 1.567 0.278 1.384 6.036
beta4_pH[8,39,1] 1.060 0.522 0.373 0.960 2.380
beta4_pH[9,39,1] 1.058 0.527 0.303 0.975 2.313
beta4_pH[10,39,1] 0.678 0.166 0.409 0.663 1.043
beta4_pH[11,39,1] 0.837 0.188 0.515 0.819 1.244
beta4_pH[12,39,1] 0.606 0.300 0.222 0.547 1.353
beta4_pH[13,39,1] 0.714 0.110 0.519 0.707 0.947
beta4_pH[14,39,1] 0.787 0.205 0.434 0.771 1.225
beta4_pH[15,39,1] 0.988 0.105 0.804 0.980 1.208
beta4_pH[16,39,1] 2.067 0.545 1.171 1.999 3.300
beta4_pH[1,40,1] 0.663 0.102 0.481 0.654 0.882
beta4_pH[2,40,1] 0.734 0.077 0.591 0.733 0.892
beta4_pH[3,40,1] 0.822 0.118 0.615 0.816 1.070
beta4_pH[4,40,1] 0.747 0.146 0.493 0.733 1.059
beta4_pH[5,40,1] 0.276 0.175 0.073 0.232 0.715
beta4_pH[6,40,1] 1.109 1.051 0.177 0.838 3.694
beta4_pH[7,40,1] 1.533 1.376 0.266 1.123 5.206
beta4_pH[8,40,1] 0.240 0.154 0.059 0.205 0.613
beta4_pH[9,40,1] 0.499 0.372 0.083 0.401 1.481
beta4_pH[10,40,1] 0.770 0.183 0.461 0.753 1.173
beta4_pH[11,40,1] 0.444 0.100 0.275 0.434 0.667
beta4_pH[12,40,1] 0.612 0.322 0.192 0.545 1.418
beta4_pH[13,40,1] 0.770 0.109 0.569 0.764 1.000
beta4_pH[14,40,1] 0.802 0.205 0.455 0.784 1.273
beta4_pH[15,40,1] 0.856 0.095 0.692 0.851 1.054
beta4_pH[16,40,1] 1.416 0.621 0.579 1.293 3.015
beta4_pH[1,41,1] 0.548 0.107 0.365 0.539 0.776
beta4_pH[2,41,1] 0.727 0.089 0.567 0.723 0.914
beta4_pH[3,41,1] 0.794 0.115 0.586 0.786 1.042
beta4_pH[4,41,1] 0.515 0.159 0.255 0.496 0.880
beta4_pH[5,41,1] 1.136 0.535 0.390 1.042 2.435
beta4_pH[6,41,1] 3.031 2.784 0.335 2.213 11.032
beta4_pH[7,41,1] 0.814 0.484 0.236 0.690 2.073
beta4_pH[8,41,1] 3.326 3.187 0.412 1.821 11.179
beta4_pH[9,41,1] 0.639 0.526 0.073 0.475 1.974
beta4_pH[10,41,1] 0.717 0.153 0.467 0.700 1.067
beta4_pH[11,41,1] 0.804 0.179 0.498 0.790 1.182
beta4_pH[12,41,1] 0.775 0.207 0.406 0.763 1.215
beta4_pH[13,41,1] 0.686 0.105 0.502 0.678 0.915
beta4_pH[14,41,1] 0.827 0.182 0.511 0.814 1.224
beta4_pH[15,41,1] 0.788 0.095 0.617 0.781 0.987
beta4_pH[16,41,1] 0.982 0.258 0.537 0.968 1.528
beta4_pH[1,42,1] 0.598 0.119 0.395 0.588 0.859
beta4_pH[2,42,1] 0.724 0.085 0.573 0.718 0.900
beta4_pH[3,42,1] 0.743 0.131 0.513 0.734 1.027
beta4_pH[4,42,1] 0.685 0.168 0.406 0.668 1.048
beta4_pH[5,42,1] 1.250 1.406 0.141 0.839 5.093
beta4_pH[6,42,1] 0.278 0.207 0.060 0.227 0.764
beta4_pH[7,42,1] 0.966 0.617 0.259 0.816 2.569
beta4_pH[8,42,1] 0.758 0.328 0.315 0.693 1.549
beta4_pH[9,42,1] 0.566 0.310 0.150 0.507 1.348
beta4_pH[10,42,1] 0.785 0.161 0.519 0.772 1.133
beta4_pH[11,42,1] 0.593 0.117 0.396 0.583 0.850
beta4_pH[12,42,1] 0.634 0.180 0.330 0.621 1.022
beta4_pH[13,42,1] 0.521 0.143 0.281 0.506 0.838
beta4_pH[14,42,1] 0.807 0.201 0.465 0.790 1.246
beta4_pH[15,42,1] 0.934 0.093 0.766 0.929 1.130
beta4_pH[16,42,1] 1.173 0.314 0.621 1.157 1.854
beta4_pH[1,43,1] 0.641 0.131 0.417 0.631 0.933
beta4_pH[2,43,1] 0.717 0.074 0.583 0.715 0.865
beta4_pH[3,43,1] 0.625 0.086 0.476 0.619 0.810
beta4_pH[4,43,1] 0.626 0.159 0.352 0.612 0.969
beta4_pH[5,43,1] 1.454 0.623 0.611 1.349 2.927
beta4_pH[6,43,1] 1.236 0.862 0.260 1.025 3.383
beta4_pH[7,43,1] 0.721 0.579 0.134 0.564 2.205
beta4_pH[8,43,1] 0.622 0.273 0.258 0.567 1.288
beta4_pH[9,43,1] 0.922 0.540 0.211 0.817 2.219
beta4_pH[10,43,1] 0.608 0.120 0.406 0.597 0.868
beta4_pH[11,43,1] 0.578 0.112 0.387 0.569 0.821
beta4_pH[12,43,1] 0.483 0.152 0.227 0.471 0.808
beta4_pH[13,43,1] 0.582 0.110 0.398 0.572 0.820
beta4_pH[14,43,1] 0.851 0.191 0.507 0.840 1.264
beta4_pH[15,43,1] 0.799 0.090 0.643 0.794 0.988
beta4_pH[16,43,1] 0.710 0.169 0.422 0.697 1.083
beta4_pH[1,44,1] 0.523 0.118 0.319 0.514 0.784
beta4_pH[2,44,1] 0.664 0.071 0.535 0.660 0.814
beta4_pH[3,44,1] 0.584 0.085 0.435 0.577 0.766
beta4_pH[4,44,1] 0.705 0.138 0.459 0.697 0.996
beta4_pH[5,44,1] 1.029 0.431 0.429 0.954 2.022
beta4_pH[6,44,1] 1.051 1.199 0.121 0.739 3.905
beta4_pH[7,44,1] 1.216 0.693 0.390 1.064 2.965
beta4_pH[8,44,1] 0.588 0.383 0.142 0.493 1.533
beta4_pH[9,44,1] 0.999 0.900 0.172 0.744 3.406
beta4_pH[10,44,1] 0.568 0.128 0.360 0.557 0.847
beta4_pH[11,44,1] 0.387 0.126 0.191 0.369 0.682
beta4_pH[12,44,1] 0.518 0.219 0.192 0.482 1.026
beta4_pH[13,44,1] 0.509 0.086 0.362 0.503 0.696
beta4_pH[14,44,1] 0.675 0.173 0.405 0.656 1.064
beta4_pH[15,44,1] 0.636 0.080 0.490 0.631 0.804
beta4_pH[16,44,1] 0.388 0.127 0.179 0.373 0.680
beta4_pH[1,45,1] 0.664 0.134 0.438 0.651 0.958
beta4_pH[2,45,1] 0.673 0.078 0.537 0.668 0.840
beta4_pH[3,45,1] 0.663 0.107 0.474 0.656 0.889
beta4_pH[4,45,1] 0.672 0.143 0.426 0.659 0.982
beta4_pH[5,45,1] 1.052 1.181 0.110 0.692 3.939
beta4_pH[6,45,1] 1.033 0.844 0.204 0.837 3.162
beta4_pH[7,45,1] 0.711 0.594 0.126 0.546 2.351
beta4_pH[8,45,1] 1.171 0.528 0.452 1.063 2.467
beta4_pH[9,45,1] 0.131 0.196 0.011 0.075 0.581
beta4_pH[10,45,1] 0.754 0.161 0.483 0.737 1.106
beta4_pH[11,45,1] 0.467 0.094 0.308 0.462 0.677
beta4_pH[12,45,1] 0.763 0.275 0.335 0.722 1.383
beta4_pH[13,45,1] 0.460 0.073 0.330 0.455 0.617
beta4_pH[14,45,1] 0.857 0.196 0.540 0.837 1.300
beta4_pH[15,45,1] 0.524 0.073 0.395 0.521 0.684
beta4_pH[16,45,1] 0.564 0.221 0.199 0.549 1.030
beta4_pH[1,46,1] 0.692 0.119 0.480 0.683 0.951
beta4_pH[2,46,1] 0.646 0.088 0.491 0.641 0.830
beta4_pH[3,46,1] 0.686 0.095 0.507 0.682 0.894
beta4_pH[4,46,1] 0.590 0.151 0.332 0.580 0.922
beta4_pH[5,46,1] 0.942 0.464 0.336 0.848 2.077
beta4_pH[6,46,1] 1.692 1.943 0.139 1.116 6.925
beta4_pH[7,46,1] 1.732 1.237 0.391 1.403 5.027
beta4_pH[8,46,1] 0.648 0.220 0.309 0.619 1.146
beta4_pH[9,46,1] 0.344 0.184 0.090 0.307 0.801
beta4_pH[10,46,1] 0.562 0.133 0.342 0.549 0.853
beta4_pH[11,46,1] 0.631 0.126 0.415 0.620 0.907
beta4_pH[12,46,1] 1.018 0.359 0.462 0.977 1.833
beta4_pH[13,46,1] 0.680 0.160 0.402 0.667 1.021
beta4_pH[14,46,1] 1.113 0.251 0.684 1.090 1.671
beta4_pH[15,46,1] 0.640 0.075 0.507 0.636 0.801
beta4_pH[16,46,1] 1.208 0.380 0.610 1.159 2.095
beta4_pH[1,47,1] 0.672 0.138 0.437 0.664 0.968
beta4_pH[2,47,1] 0.716 0.093 0.546 0.711 0.914
beta4_pH[3,47,1] 0.725 0.102 0.541 0.718 0.940
beta4_pH[4,47,1] 0.442 0.135 0.215 0.432 0.726
beta4_pH[5,47,1] 0.128 0.108 0.024 0.099 0.412
beta4_pH[6,47,1] 0.176 0.117 0.042 0.145 0.483
beta4_pH[7,47,1] 0.491 0.425 0.082 0.368 1.677
beta4_pH[8,47,1] 0.911 0.609 0.225 0.758 2.481
beta4_pH[9,47,1] 0.223 0.180 0.033 0.174 0.707
beta4_pH[10,47,1] 0.674 0.184 0.378 0.650 1.101
beta4_pH[11,47,1] 0.566 0.107 0.377 0.556 0.796
beta4_pH[12,47,1] 0.748 0.275 0.324 0.711 1.397
beta4_pH[13,47,1] 0.703 0.112 0.502 0.699 0.942
beta4_pH[14,47,1] 0.709 0.186 0.397 0.689 1.108
beta4_pH[15,47,1] 0.695 0.108 0.506 0.686 0.923
beta4_pH[16,47,1] 0.682 0.171 0.386 0.670 1.048
beta4_pH[1,1,2] 0.708 0.220 0.285 0.699 1.174
beta4_pH[2,1,2] 0.769 0.103 0.572 0.768 0.975
beta4_pH[3,1,2] 0.811 0.156 0.507 0.807 1.130
beta4_pH[4,1,2] 0.780 0.234 0.323 0.774 1.268
beta4_pH[5,1,2] 0.900 0.912 -0.748 0.822 3.005
beta4_pH[6,1,2] 1.623 2.006 -1.834 1.404 6.288
beta4_pH[7,1,2] 1.345 1.538 -1.387 1.161 5.072
beta4_pH[8,1,2] 0.898 0.592 -0.183 0.855 2.225
beta4_pH[9,1,2] 1.047 1.092 -0.819 0.937 3.551
beta4_pH[10,1,2] 0.700 0.183 0.356 0.699 1.092
beta4_pH[11,1,2] 0.778 0.286 0.228 0.772 1.357
beta4_pH[12,1,2] 0.850 0.599 -0.197 0.790 2.163
beta4_pH[13,1,2] 0.753 0.196 0.370 0.753 1.150
beta4_pH[14,1,2] 1.016 0.406 0.224 1.001 1.869
beta4_pH[15,1,2] 0.908 0.183 0.554 0.906 1.287
beta4_pH[16,1,2] 1.121 0.545 0.090 1.103 2.249
beta4_pH[1,2,2] 0.704 0.214 0.289 0.703 1.154
beta4_pH[2,2,2] 0.767 0.103 0.568 0.767 0.980
beta4_pH[3,2,2] 0.808 0.157 0.500 0.803 1.129
beta4_pH[4,2,2] 0.777 0.236 0.323 0.772 1.268
beta4_pH[5,2,2] 0.885 0.904 -0.723 0.814 2.955
beta4_pH[6,2,2] 1.594 2.005 -1.973 1.373 6.243
beta4_pH[7,2,2] 1.336 1.521 -1.412 1.146 4.946
beta4_pH[8,2,2] 0.883 0.566 -0.171 0.851 2.121
beta4_pH[9,2,2] 1.071 1.121 -0.919 0.966 3.521
beta4_pH[10,2,2] 0.704 0.186 0.342 0.700 1.071
beta4_pH[11,2,2] 0.788 0.279 0.237 0.781 1.367
beta4_pH[12,2,2] 0.841 0.598 -0.262 0.804 2.059
beta4_pH[13,2,2] 0.748 0.200 0.353 0.747 1.153
beta4_pH[14,2,2] 1.011 0.402 0.220 0.992 1.876
beta4_pH[15,2,2] 0.910 0.183 0.555 0.906 1.298
beta4_pH[16,2,2] 1.136 0.539 0.104 1.134 2.254
beta4_pH[1,3,2] 0.703 0.215 0.279 0.706 1.133
beta4_pH[2,3,2] 0.773 0.102 0.570 0.771 0.982
beta4_pH[3,3,2] 0.806 0.158 0.505 0.803 1.131
beta4_pH[4,3,2] 0.771 0.241 0.309 0.764 1.273
beta4_pH[5,3,2] 0.854 0.913 -0.793 0.793 2.917
beta4_pH[6,3,2] 1.588 1.961 -1.745 1.354 6.013
beta4_pH[7,3,2] 1.344 1.621 -1.583 1.171 5.246
beta4_pH[8,3,2] 0.892 0.581 -0.188 0.847 2.218
beta4_pH[9,3,2] 1.078 1.091 -0.871 0.970 3.499
beta4_pH[10,3,2] 0.698 0.183 0.347 0.691 1.075
beta4_pH[11,3,2] 0.785 0.286 0.223 0.783 1.382
beta4_pH[12,3,2] 0.855 0.593 -0.210 0.812 2.133
beta4_pH[13,3,2] 0.757 0.200 0.369 0.760 1.156
beta4_pH[14,3,2] 1.023 0.421 0.216 1.003 1.949
beta4_pH[15,3,2] 0.909 0.178 0.556 0.908 1.292
beta4_pH[16,3,2] 1.140 0.563 0.083 1.113 2.333
beta4_pH[1,4,2] 0.709 0.215 0.296 0.705 1.151
beta4_pH[2,4,2] 0.769 0.103 0.569 0.769 0.974
beta4_pH[3,4,2] 0.811 0.158 0.503 0.807 1.142
beta4_pH[4,4,2] 0.774 0.229 0.340 0.770 1.248
beta4_pH[5,4,2] 0.861 0.913 -0.722 0.791 2.980
beta4_pH[6,4,2] 1.591 1.956 -1.817 1.410 6.113
beta4_pH[7,4,2] 1.330 1.550 -1.516 1.144 4.979
beta4_pH[8,4,2] 0.897 0.586 -0.177 0.866 2.172
beta4_pH[9,4,2] 1.054 1.124 -0.973 0.979 3.642
beta4_pH[10,4,2] 0.702 0.180 0.355 0.698 1.070
beta4_pH[11,4,2] 0.788 0.288 0.234 0.785 1.375
beta4_pH[12,4,2] 0.850 0.605 -0.202 0.805 2.187
beta4_pH[13,4,2] 0.747 0.202 0.357 0.746 1.158
beta4_pH[14,4,2] 1.008 0.411 0.231 0.993 1.876
beta4_pH[15,4,2] 0.903 0.172 0.568 0.900 1.250
beta4_pH[16,4,2] 1.112 0.541 0.036 1.102 2.182
beta4_pH[1,5,2] 0.703 0.215 0.294 0.699 1.141
beta4_pH[2,5,2] 0.769 0.101 0.568 0.767 0.984
beta4_pH[3,5,2] 0.806 0.159 0.499 0.804 1.134
beta4_pH[4,5,2] 0.779 0.231 0.341 0.773 1.259
beta4_pH[5,5,2] 0.858 0.936 -0.811 0.773 2.915
beta4_pH[6,5,2] 1.569 1.951 -1.975 1.398 6.092
beta4_pH[7,5,2] 1.269 1.568 -1.568 1.129 4.854
beta4_pH[8,5,2] 0.911 0.571 -0.112 0.870 2.164
beta4_pH[9,5,2] 1.068 1.114 -0.921 0.991 3.449
beta4_pH[10,5,2] 0.704 0.185 0.344 0.701 1.081
beta4_pH[11,5,2] 0.792 0.287 0.243 0.783 1.386
beta4_pH[12,5,2] 0.850 0.592 -0.209 0.809 2.144
beta4_pH[13,5,2] 0.748 0.196 0.358 0.747 1.142
beta4_pH[14,5,2] 1.001 0.404 0.217 0.993 1.833
beta4_pH[15,5,2] 0.907 0.179 0.566 0.896 1.271
beta4_pH[16,5,2] 1.117 0.574 0.027 1.085 2.335
beta4_pH[1,6,2] 0.703 0.214 0.289 0.700 1.142
beta4_pH[2,6,2] 0.770 0.101 0.577 0.767 0.976
beta4_pH[3,6,2] 0.812 0.157 0.511 0.809 1.127
beta4_pH[4,6,2] 0.778 0.231 0.315 0.771 1.246
beta4_pH[5,6,2] 0.859 0.918 -0.841 0.790 2.978
beta4_pH[6,6,2] 1.610 1.944 -1.734 1.394 5.932
beta4_pH[7,6,2] 1.339 1.594 -1.334 1.159 5.035
beta4_pH[8,6,2] 0.893 0.561 -0.138 0.861 2.125
beta4_pH[9,6,2] 1.066 1.134 -0.902 0.959 3.535
beta4_pH[10,6,2] 0.702 0.184 0.348 0.700 1.069
beta4_pH[11,6,2] 0.778 0.284 0.221 0.775 1.356
beta4_pH[12,6,2] 0.842 0.607 -0.271 0.784 2.277
beta4_pH[13,6,2] 0.760 0.200 0.370 0.756 1.169
beta4_pH[14,6,2] 1.015 0.418 0.199 1.001 1.874
beta4_pH[15,6,2] 0.902 0.181 0.541 0.902 1.275
beta4_pH[16,6,2] 1.133 0.553 0.099 1.109 2.305
beta4_pH[1,7,2] 0.704 0.215 0.294 0.702 1.154
beta4_pH[2,7,2] 0.769 0.099 0.574 0.767 0.974
beta4_pH[3,7,2] 0.810 0.156 0.509 0.807 1.119
beta4_pH[4,7,2] 0.779 0.238 0.319 0.771 1.267
beta4_pH[5,7,2] 0.876 0.942 -0.791 0.787 3.024
beta4_pH[6,7,2] 1.567 1.986 -1.886 1.356 6.151
beta4_pH[7,7,2] 1.314 1.564 -1.531 1.138 4.907
beta4_pH[8,7,2] 0.885 0.577 -0.203 0.845 2.117
beta4_pH[9,7,2] 1.097 1.144 -0.787 0.972 3.578
beta4_pH[10,7,2] 0.699 0.184 0.336 0.694 1.075
beta4_pH[11,7,2] 0.776 0.289 0.208 0.771 1.383
beta4_pH[12,7,2] 0.832 0.591 -0.280 0.807 2.115
beta4_pH[13,7,2] 0.755 0.199 0.372 0.747 1.176
beta4_pH[14,7,2] 1.019 0.410 0.283 1.002 1.900
beta4_pH[15,7,2] 0.910 0.178 0.559 0.906 1.268
beta4_pH[16,7,2] 1.137 0.547 0.121 1.116 2.315
beta4_pH[1,8,2] 0.706 0.218 0.286 0.704 1.154
beta4_pH[2,8,2] 0.770 0.101 0.575 0.770 0.972
beta4_pH[3,8,2] 0.810 0.158 0.493 0.808 1.132
beta4_pH[4,8,2] 0.771 0.233 0.325 0.767 1.261
beta4_pH[5,8,2] 0.857 0.938 -0.810 0.800 2.939
beta4_pH[6,8,2] 1.568 1.979 -1.849 1.364 6.233
beta4_pH[7,8,2] 1.313 1.523 -1.561 1.182 4.796
beta4_pH[8,8,2] 0.884 0.587 -0.213 0.854 2.142
beta4_pH[9,8,2] 1.078 1.115 -0.942 0.980 3.609
beta4_pH[10,8,2] 0.704 0.185 0.337 0.700 1.081
beta4_pH[11,8,2] 0.780 0.283 0.237 0.778 1.332
beta4_pH[12,8,2] 0.862 0.611 -0.224 0.810 2.232
beta4_pH[13,8,2] 0.755 0.198 0.361 0.752 1.170
beta4_pH[14,8,2] 1.027 0.401 0.268 1.008 1.883
beta4_pH[15,8,2] 0.908 0.176 0.564 0.906 1.262
beta4_pH[16,8,2] 1.135 0.568 0.082 1.119 2.313
beta4_pH[1,9,2] 0.708 0.217 0.277 0.703 1.167
beta4_pH[2,9,2] 0.772 0.103 0.568 0.770 0.982
beta4_pH[3,9,2] 0.808 0.160 0.488 0.807 1.132
beta4_pH[4,9,2] 0.774 0.230 0.332 0.768 1.254
beta4_pH[5,9,2] 0.863 0.911 -0.749 0.776 2.855
beta4_pH[6,9,2] 1.585 2.033 -1.900 1.369 6.470
beta4_pH[7,9,2] 1.318 1.521 -1.624 1.166 4.988
beta4_pH[8,9,2] 0.893 0.592 -0.170 0.850 2.207
beta4_pH[9,9,2] 1.092 1.145 -0.894 0.987 3.578
beta4_pH[10,9,2] 0.706 0.184 0.362 0.700 1.087
beta4_pH[11,9,2] 0.782 0.280 0.241 0.778 1.348
beta4_pH[12,9,2] 0.859 0.618 -0.196 0.797 2.282
beta4_pH[13,9,2] 0.754 0.200 0.354 0.752 1.172
beta4_pH[14,9,2] 1.017 0.417 0.229 1.004 1.897
beta4_pH[15,9,2] 0.908 0.183 0.552 0.903 1.294
beta4_pH[16,9,2] 1.142 0.547 0.090 1.124 2.341
beta4_pH[1,10,2] 0.705 0.214 0.294 0.703 1.167
beta4_pH[2,10,2] 0.772 0.101 0.574 0.770 0.986
beta4_pH[3,10,2] 0.812 0.158 0.496 0.808 1.131
beta4_pH[4,10,2] 0.772 0.237 0.324 0.765 1.266
beta4_pH[5,10,2] 0.876 0.939 -0.727 0.785 2.927
beta4_pH[6,10,2] 1.588 1.976 -1.804 1.438 6.134
beta4_pH[7,10,2] 1.304 1.500 -1.459 1.123 4.958
beta4_pH[8,10,2] 0.895 0.571 -0.174 0.864 2.149
beta4_pH[9,10,2] 1.077 1.102 -0.946 0.974 3.667
beta4_pH[10,10,2] 0.707 0.184 0.351 0.701 1.090
beta4_pH[11,10,2] 0.783 0.287 0.229 0.784 1.370
beta4_pH[12,10,2] 0.845 0.589 -0.294 0.796 2.143
beta4_pH[13,10,2] 0.752 0.201 0.359 0.751 1.150
beta4_pH[14,10,2] 1.030 0.411 0.228 1.019 1.873
beta4_pH[15,10,2] 0.906 0.178 0.549 0.906 1.266
beta4_pH[16,10,2] 1.122 0.544 0.059 1.106 2.241
beta4_pH[1,11,2] 0.700 0.220 0.283 0.696 1.153
beta4_pH[2,11,2] 0.774 0.102 0.581 0.771 0.989
beta4_pH[3,11,2] 0.808 0.155 0.494 0.802 1.125
beta4_pH[4,11,2] 0.779 0.230 0.333 0.771 1.252
beta4_pH[5,11,2] 0.864 0.923 -0.735 0.783 2.828
beta4_pH[6,11,2] 1.639 1.974 -1.631 1.390 6.381
beta4_pH[7,11,2] 1.317 1.527 -1.420 1.168 4.809
beta4_pH[8,11,2] 0.890 0.580 -0.147 0.842 2.189
beta4_pH[9,11,2] 1.069 1.118 -0.921 0.990 3.367
beta4_pH[10,11,2] 0.706 0.186 0.341 0.703 1.107
beta4_pH[11,11,2] 0.785 0.293 0.217 0.777 1.398
beta4_pH[12,11,2] 0.855 0.597 -0.275 0.806 2.150
beta4_pH[13,11,2] 0.754 0.200 0.362 0.752 1.156
beta4_pH[14,11,2] 1.007 0.412 0.198 0.999 1.899
beta4_pH[15,11,2] 0.903 0.175 0.563 0.900 1.245
beta4_pH[16,11,2] 1.124 0.561 0.098 1.115 2.309
beta4_pH[1,12,2] 0.706 0.219 0.285 0.703 1.158
beta4_pH[2,12,2] 0.770 0.102 0.570 0.771 0.980
beta4_pH[3,12,2] 0.804 0.157 0.501 0.802 1.133
beta4_pH[4,12,2] 0.782 0.234 0.334 0.775 1.273
beta4_pH[5,12,2] 0.873 0.922 -0.779 0.776 2.923
beta4_pH[6,12,2] 1.620 2.021 -1.788 1.382 6.347
beta4_pH[7,12,2] 1.273 1.520 -1.630 1.140 4.749
beta4_pH[8,12,2] 0.879 0.576 -0.200 0.838 2.134
beta4_pH[9,12,2] 1.084 1.115 -0.870 0.970 3.659
beta4_pH[10,12,2] 0.700 0.184 0.336 0.699 1.071
beta4_pH[11,12,2] 0.786 0.294 0.202 0.780 1.390
beta4_pH[12,12,2] 0.850 0.582 -0.233 0.811 2.108
beta4_pH[13,12,2] 0.755 0.200 0.356 0.753 1.159
beta4_pH[14,12,2] 1.029 0.416 0.233 1.013 1.894
beta4_pH[15,12,2] 0.908 0.181 0.552 0.903 1.271
beta4_pH[16,12,2] 1.107 0.544 0.056 1.091 2.216
beta4_pH[1,13,2] 0.705 0.216 0.281 0.699 1.140
beta4_pH[2,13,2] 0.774 0.100 0.585 0.771 0.979
beta4_pH[3,13,2] 0.799 0.156 0.498 0.794 1.118
beta4_pH[4,13,2] 0.779 0.234 0.329 0.772 1.267
beta4_pH[5,13,2] 0.883 0.905 -0.786 0.811 2.821
beta4_pH[6,13,2] 1.661 2.027 -1.894 1.454 6.035
beta4_pH[7,13,2] 1.314 1.537 -1.549 1.156 4.997
beta4_pH[8,13,2] 0.891 0.584 -0.168 0.850 2.127
beta4_pH[9,13,2] 1.065 1.117 -0.859 0.927 3.708
beta4_pH[10,13,2] 0.703 0.184 0.350 0.696 1.086
beta4_pH[11,13,2] 0.781 0.283 0.248 0.779 1.354
beta4_pH[12,13,2] 0.834 0.585 -0.225 0.804 2.109
beta4_pH[13,13,2] 0.752 0.191 0.373 0.751 1.136
beta4_pH[14,13,2] 1.011 0.402 0.236 0.994 1.844
beta4_pH[15,13,2] 0.902 0.175 0.562 0.899 1.247
beta4_pH[16,13,2] 1.116 0.553 0.019 1.108 2.239
beta4_pH[1,14,2] 0.705 0.215 0.286 0.704 1.163
beta4_pH[2,14,2] 0.774 0.100 0.581 0.773 0.976
beta4_pH[3,14,2] 0.788 0.158 0.482 0.783 1.102
beta4_pH[4,14,2] 0.778 0.230 0.331 0.775 1.251
beta4_pH[5,14,2] 0.901 0.941 -0.701 0.815 2.997
beta4_pH[6,14,2] 1.605 1.924 -1.568 1.376 6.266
beta4_pH[7,14,2] 1.415 1.428 -0.848 1.166 4.924
beta4_pH[8,14,2] 0.897 0.579 -0.190 0.866 2.190
beta4_pH[9,14,2] 1.074 1.112 -0.800 0.961 3.513
beta4_pH[10,14,2] 0.698 0.179 0.349 0.692 1.066
beta4_pH[11,14,2] 0.780 0.292 0.229 0.769 1.367
beta4_pH[12,14,2] 0.840 0.601 -0.207 0.799 2.196
beta4_pH[13,14,2] 0.760 0.200 0.371 0.757 1.157
beta4_pH[14,14,2] 1.015 0.413 0.203 0.999 1.877
beta4_pH[15,14,2] 0.904 0.182 0.555 0.901 1.269
beta4_pH[16,14,2] 1.138 0.548 0.088 1.124 2.320
beta4_pH[1,15,2] 0.696 0.213 0.291 0.685 1.132
beta4_pH[2,15,2] 0.771 0.102 0.572 0.770 0.982
beta4_pH[3,15,2] 0.808 0.159 0.512 0.805 1.138
beta4_pH[4,15,2] 0.784 0.232 0.344 0.771 1.290
beta4_pH[5,15,2] 0.898 0.891 -0.650 0.821 2.875
beta4_pH[6,15,2] 1.640 1.906 -1.334 1.365 6.076
beta4_pH[7,15,2] 1.435 1.454 -0.928 1.191 4.873
beta4_pH[8,15,2] 0.897 0.586 -0.196 0.857 2.185
beta4_pH[9,15,2] 1.083 1.126 -0.850 0.962 3.476
beta4_pH[10,15,2] 0.701 0.185 0.337 0.696 1.083
beta4_pH[11,15,2] 0.776 0.286 0.212 0.772 1.365
beta4_pH[12,15,2] 0.834 0.577 -0.275 0.801 2.111
beta4_pH[13,15,2] 0.759 0.198 0.377 0.757 1.174
beta4_pH[14,15,2] 1.030 0.417 0.228 1.006 1.900
beta4_pH[15,15,2] 0.913 0.176 0.574 0.910 1.262
beta4_pH[16,15,2] 1.124 0.548 0.089 1.098 2.356
beta4_pH[1,16,2] 0.703 0.213 0.289 0.698 1.150
beta4_pH[2,16,2] 0.770 0.102 0.571 0.767 0.985
beta4_pH[3,16,2] 0.810 0.160 0.510 0.810 1.135
beta4_pH[4,16,2] 0.780 0.236 0.340 0.769 1.285
beta4_pH[5,16,2] 0.904 0.907 -0.594 0.802 2.983
beta4_pH[6,16,2] 1.637 1.949 -1.249 1.357 6.246
beta4_pH[7,16,2] 1.461 1.440 -0.810 1.248 5.120
beta4_pH[8,16,2] 0.879 0.566 -0.171 0.850 2.132
beta4_pH[9,16,2] 1.116 1.136 -0.782 0.982 3.738
beta4_pH[10,16,2] 0.701 0.182 0.340 0.696 1.075
beta4_pH[11,16,2] 0.779 0.286 0.212 0.777 1.354
beta4_pH[12,16,2] 0.839 0.578 -0.229 0.786 2.147
beta4_pH[13,16,2] 0.757 0.205 0.352 0.752 1.187
beta4_pH[14,16,2] 1.006 0.401 0.256 0.991 1.871
beta4_pH[15,16,2] 0.905 0.181 0.561 0.899 1.272
beta4_pH[16,16,2] 1.125 0.557 0.048 1.121 2.291
beta4_pH[1,17,2] 0.700 0.216 0.292 0.698 1.140
beta4_pH[2,17,2] 0.773 0.102 0.579 0.773 0.979
beta4_pH[3,17,2] 0.809 0.158 0.496 0.805 1.149
beta4_pH[4,17,2] 0.766 0.230 0.323 0.761 1.244
beta4_pH[5,17,2] 0.890 0.876 -0.627 0.820 2.856
beta4_pH[6,17,2] 1.508 2.046 -1.753 1.271 5.979
beta4_pH[7,17,2] 1.489 1.385 -0.611 1.244 5.056
beta4_pH[8,17,2] 0.899 0.579 -0.176 0.860 2.150
beta4_pH[9,17,2] 1.095 1.076 -0.809 0.967 3.627
beta4_pH[10,17,2] 0.701 0.187 0.334 0.698 1.090
beta4_pH[11,17,2] 0.782 0.286 0.240 0.778 1.370
beta4_pH[12,17,2] 0.845 0.614 -0.260 0.801 2.208
beta4_pH[13,17,2] 0.754 0.200 0.361 0.750 1.168
beta4_pH[14,17,2] 1.024 0.404 0.220 1.009 1.875
beta4_pH[15,17,2] 0.905 0.175 0.564 0.904 1.256
beta4_pH[16,17,2] 1.108 0.558 -0.023 1.110 2.246
beta4_pH[1,18,2] 0.706 0.216 0.282 0.701 1.153
beta4_pH[2,18,2] 0.768 0.100 0.565 0.768 0.980
beta4_pH[3,18,2] 0.802 0.156 0.508 0.797 1.125
beta4_pH[4,18,2] 0.781 0.234 0.339 0.773 1.259
beta4_pH[5,18,2] 0.914 0.882 -0.598 0.828 2.857
beta4_pH[6,18,2] 1.674 1.875 -1.250 1.398 6.016
beta4_pH[7,18,2] 1.433 1.467 -0.981 1.233 5.005
beta4_pH[8,18,2] 0.897 0.566 -0.129 0.861 2.148
beta4_pH[9,18,2] 1.113 1.070 -0.707 0.985 3.602
beta4_pH[10,18,2] 0.704 0.182 0.354 0.706 1.088
beta4_pH[11,18,2] 0.782 0.287 0.230 0.773 1.370
beta4_pH[12,18,2] 0.841 0.602 -0.241 0.796 2.186
beta4_pH[13,18,2] 0.756 0.199 0.361 0.753 1.161
beta4_pH[14,18,2] 1.018 0.410 0.237 1.004 1.857
beta4_pH[15,18,2] 0.906 0.175 0.572 0.905 1.257
beta4_pH[16,18,2] 1.129 0.554 0.021 1.116 2.275
beta4_pH[1,19,2] 0.706 0.214 0.296 0.703 1.145
beta4_pH[2,19,2] 0.774 0.101 0.569 0.771 0.985
beta4_pH[3,19,2] 0.814 0.157 0.511 0.813 1.141
beta4_pH[4,19,2] 0.776 0.233 0.337 0.770 1.273
beta4_pH[5,19,2] 0.902 0.937 -0.605 0.805 2.959
beta4_pH[6,19,2] 1.710 1.862 -1.190 1.453 6.183
beta4_pH[7,19,2] 1.568 1.478 -0.583 1.307 5.173
beta4_pH[8,19,2] 0.850 0.617 -0.335 0.822 2.192
beta4_pH[9,19,2] 1.077 1.113 -0.828 0.978 3.544
beta4_pH[10,19,2] 0.698 0.185 0.358 0.693 1.092
beta4_pH[11,19,2] 0.789 0.294 0.231 0.785 1.410
beta4_pH[12,19,2] 0.839 0.576 -0.261 0.805 2.138
beta4_pH[13,19,2] 0.752 0.195 0.364 0.748 1.150
beta4_pH[14,19,2] 1.001 0.411 0.188 0.992 1.829
beta4_pH[15,19,2] 0.902 0.181 0.536 0.902 1.267
beta4_pH[16,19,2] 1.112 0.541 0.070 1.098 2.210
beta4_pH[1,20,2] 0.699 0.215 0.294 0.699 1.156
beta4_pH[2,20,2] 0.770 0.101 0.564 0.767 0.972
beta4_pH[3,20,2] 0.744 0.168 0.403 0.747 1.071
beta4_pH[4,20,2] 0.775 0.235 0.332 0.766 1.257
beta4_pH[5,20,2] 0.917 0.968 -0.662 0.810 3.186
beta4_pH[6,20,2] 1.638 1.988 -1.414 1.360 6.299
beta4_pH[7,20,2] 1.410 1.434 -0.871 1.159 5.139
beta4_pH[8,20,2] 0.888 0.559 -0.138 0.847 2.131
beta4_pH[9,20,2] 1.094 1.109 -0.782 0.958 3.661
beta4_pH[10,20,2] 0.706 0.186 0.338 0.703 1.092
beta4_pH[11,20,2] 0.784 0.283 0.243 0.777 1.369
beta4_pH[12,20,2] 0.872 0.588 -0.201 0.830 2.169
beta4_pH[13,20,2] 0.753 0.204 0.346 0.752 1.179
beta4_pH[14,20,2] 1.016 0.408 0.249 0.997 1.884
beta4_pH[15,20,2] 0.908 0.177 0.550 0.909 1.260
beta4_pH[16,20,2] 1.111 0.556 0.016 1.109 2.264
beta4_pH[1,21,2] 0.704 0.220 0.260 0.703 1.163
beta4_pH[2,21,2] 0.772 0.101 0.575 0.769 0.981
beta4_pH[3,21,2] 0.814 0.151 0.521 0.812 1.114
beta4_pH[4,21,2] 0.769 0.235 0.304 0.760 1.256
beta4_pH[5,21,2] 0.904 0.913 -0.739 0.810 2.986
beta4_pH[6,21,2] 1.726 1.917 -1.253 1.437 6.414
beta4_pH[7,21,2] 0.458 1.870 -3.492 0.811 3.730
beta4_pH[8,21,2] 0.876 0.589 -0.218 0.847 2.091
beta4_pH[9,21,2] 1.075 1.079 -0.825 0.967 3.570
beta4_pH[10,21,2] 0.704 0.180 0.358 0.700 1.074
beta4_pH[11,21,2] 0.783 0.285 0.233 0.779 1.367
beta4_pH[12,21,2] 0.847 0.598 -0.196 0.801 2.222
beta4_pH[13,21,2] 0.756 0.202 0.347 0.754 1.169
beta4_pH[14,21,2] 1.025 0.406 0.267 1.007 1.880
beta4_pH[15,21,2] 0.904 0.179 0.562 0.900 1.263
beta4_pH[16,21,2] 1.138 0.553 0.077 1.132 2.281
beta4_pH[1,22,2] 0.695 0.222 0.252 0.694 1.145
beta4_pH[2,22,2] 0.769 0.103 0.572 0.768 0.987
beta4_pH[3,22,2] 0.811 0.158 0.508 0.809 1.134
beta4_pH[4,22,2] 0.783 0.234 0.330 0.771 1.275
beta4_pH[5,22,2] 0.900 0.910 -0.626 0.804 2.917
beta4_pH[6,22,2] 1.739 1.958 -1.257 1.456 6.583
beta4_pH[7,22,2] 0.478 1.850 -3.491 0.809 3.805
beta4_pH[8,22,2] 0.844 0.590 -0.360 0.816 2.098
beta4_pH[9,22,2] 1.076 1.087 -0.805 0.967 3.535
beta4_pH[10,22,2] 0.703 0.186 0.334 0.701 1.083
beta4_pH[11,22,2] 0.777 0.289 0.210 0.777 1.366
beta4_pH[12,22,2] 0.847 0.590 -0.193 0.798 2.198
beta4_pH[13,22,2] 0.750 0.198 0.375 0.744 1.156
beta4_pH[14,22,2] 1.025 0.423 0.228 1.005 1.924
beta4_pH[15,22,2] 0.907 0.176 0.557 0.904 1.268
beta4_pH[16,22,2] 1.121 0.561 0.036 1.093 2.298
beta4_pH[1,23,2] 0.702 0.216 0.279 0.697 1.156
beta4_pH[2,23,2] 0.773 0.102 0.571 0.771 0.979
beta4_pH[3,23,2] 0.792 0.152 0.497 0.787 1.101
beta4_pH[4,23,2] 0.780 0.227 0.341 0.773 1.266
beta4_pH[5,23,2] 0.870 0.938 -0.735 0.797 2.904
beta4_pH[6,23,2] 1.686 1.865 -1.271 1.417 6.153
beta4_pH[7,23,2] 1.344 1.458 -1.212 1.152 4.899
beta4_pH[8,23,2] 0.892 0.584 -0.198 0.853 2.143
beta4_pH[9,23,2] 1.078 1.102 -0.942 0.953 3.550
beta4_pH[10,23,2] 0.700 0.180 0.339 0.700 1.077
beta4_pH[11,23,2] 0.780 0.285 0.237 0.771 1.367
beta4_pH[12,23,2] 0.819 0.596 -0.263 0.775 2.061
beta4_pH[13,23,2] 0.757 0.197 0.369 0.754 1.160
beta4_pH[14,23,2] 1.018 0.402 0.256 1.003 1.887
beta4_pH[15,23,2] 0.911 0.176 0.568 0.909 1.266
beta4_pH[16,23,2] 1.112 0.553 0.105 1.094 2.270
beta4_pH[1,24,2] 0.699 0.217 0.267 0.693 1.133
beta4_pH[2,24,2] 0.775 0.100 0.579 0.771 0.983
beta4_pH[3,24,2] 0.769 0.149 0.469 0.769 1.071
beta4_pH[4,24,2] 0.793 0.227 0.362 0.782 1.284
beta4_pH[5,24,2] 0.903 0.908 -0.701 0.797 2.904
beta4_pH[6,24,2] 1.707 1.924 -1.248 1.429 6.296
beta4_pH[7,24,2] 1.296 1.506 -1.477 1.098 5.023
beta4_pH[8,24,2] 0.910 0.558 -0.078 0.860 2.166
beta4_pH[9,24,2] 1.118 1.105 -0.804 0.998 3.546
beta4_pH[10,24,2] 0.710 0.182 0.360 0.710 1.091
beta4_pH[11,24,2] 0.951 0.232 0.527 0.935 1.438
beta4_pH[12,24,2] 0.853 0.590 -0.221 0.808 2.155
beta4_pH[13,24,2] 0.756 0.198 0.362 0.755 1.161
beta4_pH[14,24,2] 1.025 0.407 0.254 1.004 1.917
beta4_pH[15,24,2] 0.905 0.179 0.558 0.904 1.273
beta4_pH[16,24,2] 1.150 0.552 0.138 1.117 2.370
beta4_pH[1,25,2] 0.709 0.216 0.285 0.705 1.158
beta4_pH[2,25,2] 0.770 0.100 0.569 0.769 0.966
beta4_pH[3,25,2] 0.817 0.155 0.521 0.812 1.132
beta4_pH[4,25,2] 0.774 0.232 0.337 0.766 1.248
beta4_pH[5,25,2] 0.875 0.889 -0.738 0.782 2.941
beta4_pH[6,25,2] 1.726 1.932 -1.231 1.439 6.379
beta4_pH[7,25,2] 1.336 1.489 -1.123 1.153 5.074
beta4_pH[8,25,2] 0.909 0.588 -0.112 0.866 2.229
beta4_pH[9,25,2] 1.069 1.092 -0.865 0.966 3.644
beta4_pH[10,25,2] 0.704 0.184 0.360 0.694 1.081
beta4_pH[11,25,2] 0.958 0.232 0.531 0.949 1.446
beta4_pH[12,25,2] 0.848 0.587 -0.264 0.808 2.157
beta4_pH[13,25,2] 0.760 0.199 0.370 0.754 1.176
beta4_pH[14,25,2] 1.017 0.393 0.225 1.009 1.832
beta4_pH[15,25,2] 0.907 0.177 0.558 0.904 1.294
beta4_pH[16,25,2] 1.132 0.546 0.070 1.130 2.229
beta4_pH[1,26,2] 0.709 0.211 0.298 0.704 1.128
beta4_pH[2,26,2] 0.769 0.105 0.562 0.770 0.987
beta4_pH[3,26,2] 0.802 0.157 0.511 0.801 1.121
beta4_pH[4,26,2] 0.767 0.237 0.302 0.761 1.247
beta4_pH[5,26,2] 0.916 0.905 -0.615 0.807 2.948
beta4_pH[6,26,2] 1.625 1.858 -1.240 1.385 6.090
beta4_pH[7,26,2] 1.450 1.460 -0.991 1.203 5.050
beta4_pH[8,26,2] 0.882 0.586 -0.204 0.853 2.146
beta4_pH[9,26,2] 1.103 1.066 -0.703 0.986 3.636
beta4_pH[10,26,2] 0.704 0.182 0.353 0.701 1.084
beta4_pH[11,26,2] 0.869 0.222 0.448 0.861 1.322
beta4_pH[12,26,2] 0.838 0.594 -0.290 0.791 2.142
beta4_pH[13,26,2] 0.771 0.199 0.388 0.765 1.177
beta4_pH[14,26,2] 1.028 0.405 0.261 1.009 1.909
beta4_pH[15,26,2] 0.906 0.180 0.559 0.900 1.273
beta4_pH[16,26,2] 1.149 0.529 0.156 1.119 2.261
beta4_pH[1,27,2] 0.705 0.222 0.276 0.704 1.152
beta4_pH[2,27,2] 0.771 0.100 0.578 0.768 0.974
beta4_pH[3,27,2] 0.821 0.158 0.524 0.813 1.147
beta4_pH[4,27,2] 0.779 0.232 0.340 0.773 1.273
beta4_pH[5,27,2] 0.930 0.873 -0.517 0.823 2.967
beta4_pH[6,27,2] 1.807 1.981 -1.156 1.503 6.458
beta4_pH[7,27,2] 1.409 1.398 -0.917 1.203 4.852
beta4_pH[8,27,2] 0.872 0.594 -0.340 0.842 2.111
beta4_pH[9,27,2] 1.094 1.140 -0.915 0.985 3.713
beta4_pH[10,27,2] 0.706 0.180 0.354 0.701 1.069
beta4_pH[11,27,2] 1.028 0.252 0.573 1.012 1.570
beta4_pH[12,27,2] 0.857 0.589 -0.176 0.804 2.222
beta4_pH[13,27,2] 0.791 0.190 0.433 0.784 1.199
beta4_pH[14,27,2] 1.020 0.417 0.196 1.006 1.890
beta4_pH[15,27,2] 1.062 0.175 0.744 1.050 1.445
beta4_pH[16,27,2] 1.543 0.470 0.787 1.485 2.647
beta4_pH[1,28,2] 0.705 0.218 0.281 0.699 1.141
beta4_pH[2,28,2] 0.773 0.101 0.574 0.773 0.980
beta4_pH[3,28,2] 0.774 0.158 0.470 0.774 1.092
beta4_pH[4,28,2] 0.774 0.234 0.327 0.765 1.257
beta4_pH[5,28,2] 0.801 0.981 -0.966 0.735 2.915
beta4_pH[6,28,2] 1.731 1.903 -1.140 1.404 6.273
beta4_pH[7,28,2] 1.196 1.523 -1.600 1.056 4.899
beta4_pH[8,28,2] 0.869 0.607 -0.329 0.847 2.111
beta4_pH[9,28,2] 1.090 1.106 -0.841 0.974 3.579
beta4_pH[10,28,2] 0.698 0.181 0.344 0.693 1.068
beta4_pH[11,28,2] 1.119 0.276 0.630 1.095 1.718
beta4_pH[12,28,2] 0.843 0.608 -0.308 0.799 2.195
beta4_pH[13,28,2] 0.753 0.194 0.378 0.746 1.144
beta4_pH[14,28,2] 1.033 0.405 0.286 1.019 1.917
beta4_pH[15,28,2] 1.081 0.178 0.752 1.067 1.462
beta4_pH[16,28,2] 1.114 0.553 0.056 1.109 2.238
beta4_pH[1,29,2] 0.707 0.210 0.305 0.701 1.166
beta4_pH[2,29,2] 0.773 0.101 0.583 0.769 0.982
beta4_pH[3,29,2] 0.812 0.153 0.526 0.809 1.117
beta4_pH[4,29,2] 0.779 0.235 0.325 0.768 1.270
beta4_pH[5,29,2] 0.838 0.949 -0.839 0.767 2.865
beta4_pH[6,29,2] 1.591 1.890 -1.485 1.365 5.653
beta4_pH[7,29,2] 1.370 1.491 -1.065 1.170 4.898
beta4_pH[8,29,2] 0.913 0.548 -0.114 0.886 2.092
beta4_pH[9,29,2] 1.043 1.076 -0.952 0.960 3.379
beta4_pH[10,29,2] 0.702 0.188 0.323 0.698 1.106
beta4_pH[11,29,2] 0.795 0.284 0.246 0.788 1.359
beta4_pH[12,29,2] 0.862 0.606 -0.225 0.805 2.240
beta4_pH[13,29,2] 0.902 0.201 0.545 0.883 1.353
beta4_pH[14,29,2] 1.183 0.352 0.569 1.150 1.946
beta4_pH[15,29,2] 1.082 0.181 0.765 1.067 1.479
beta4_pH[16,29,2] 1.138 0.539 0.132 1.131 2.270
beta4_pH[1,30,2] 0.705 0.210 0.303 0.695 1.140
beta4_pH[2,30,2] 0.771 0.100 0.575 0.771 0.979
beta4_pH[3,30,2] 0.821 0.156 0.523 0.815 1.141
beta4_pH[4,30,2] 0.772 0.230 0.338 0.771 1.242
beta4_pH[5,30,2] 0.803 0.991 -0.958 0.738 2.845
beta4_pH[6,30,2] 1.637 1.948 -1.537 1.384 6.058
beta4_pH[7,30,2] 1.453 1.469 -0.829 1.202 5.201
beta4_pH[8,30,2] 0.883 0.571 -0.129 0.853 2.145
beta4_pH[9,30,2] 1.093 1.109 -0.750 0.974 3.586
beta4_pH[10,30,2] 0.704 0.183 0.345 0.702 1.081
beta4_pH[11,30,2] 0.867 0.226 0.446 0.859 1.342
beta4_pH[12,30,2] 0.553 0.549 -0.708 0.590 1.607
beta4_pH[13,30,2] 0.825 0.190 0.479 0.813 1.236
beta4_pH[14,30,2] 0.923 0.323 0.269 0.923 1.576
beta4_pH[15,30,2] 0.904 0.154 0.606 0.902 1.207
beta4_pH[16,30,2] 0.950 0.320 0.351 0.939 1.597
beta4_pH[1,31,2] 0.702 0.212 0.288 0.699 1.124
beta4_pH[2,31,2] 0.769 0.102 0.565 0.767 0.966
beta4_pH[3,31,2] 0.807 0.158 0.508 0.803 1.135
beta4_pH[4,31,2] 0.768 0.237 0.313 0.761 1.276
beta4_pH[5,31,2] 0.808 0.951 -0.895 0.750 2.898
beta4_pH[6,31,2] 1.637 1.879 -1.288 1.399 6.242
beta4_pH[7,31,2] 0.991 1.497 -1.616 0.882 4.678
beta4_pH[8,31,2] 0.916 0.560 -0.123 0.880 2.182
beta4_pH[9,31,2] 1.105 1.108 -0.778 0.970 3.788
beta4_pH[10,31,2] 0.706 0.183 0.348 0.706 1.092
beta4_pH[11,31,2] 0.909 0.232 0.482 0.905 1.396
beta4_pH[12,31,2] 0.670 0.471 -0.319 0.662 1.612
beta4_pH[13,31,2] 0.787 0.175 0.431 0.781 1.135
beta4_pH[14,31,2] 1.327 0.403 0.669 1.292 2.249
beta4_pH[15,31,2] 0.929 0.153 0.636 0.923 1.239
beta4_pH[16,31,2] 1.581 0.467 0.786 1.530 2.684
beta4_pH[1,32,2] 0.706 0.214 0.275 0.703 1.148
beta4_pH[2,32,2] 0.773 0.105 0.567 0.767 0.996
beta4_pH[3,32,2] 0.815 0.157 0.513 0.812 1.139
beta4_pH[4,32,2] 0.767 0.230 0.315 0.759 1.247
beta4_pH[5,32,2] 0.897 0.902 -0.658 0.803 2.878
beta4_pH[6,32,2] 1.634 1.875 -1.219 1.367 6.013
beta4_pH[7,32,2] 0.905 1.645 -2.267 0.878 4.695
beta4_pH[8,32,2] 0.907 0.555 -0.117 0.870 2.111
beta4_pH[9,32,2] 1.085 1.087 -0.812 0.968 3.625
beta4_pH[10,32,2] 0.701 0.177 0.364 0.696 1.075
beta4_pH[11,32,2] 0.770 0.225 0.347 0.767 1.224
beta4_pH[12,32,2] 1.045 0.572 0.157 0.981 2.319
beta4_pH[13,32,2] 0.880 0.194 0.525 0.871 1.314
beta4_pH[14,32,2] 1.098 0.340 0.465 1.082 1.839
beta4_pH[15,32,2] 0.799 0.158 0.478 0.807 1.097
beta4_pH[16,32,2] 1.597 0.467 0.817 1.559 2.642
beta4_pH[1,33,2] 0.705 0.217 0.290 0.700 1.154
beta4_pH[2,33,2] 0.772 0.104 0.573 0.768 0.980
beta4_pH[3,33,2] 0.808 0.149 0.519 0.802 1.111
beta4_pH[4,33,2] 0.778 0.234 0.339 0.774 1.264
beta4_pH[5,33,2] 0.830 0.917 -0.787 0.734 2.933
beta4_pH[6,33,2] 1.675 1.977 -1.311 1.404 6.352
beta4_pH[7,33,2] 1.488 1.465 -0.761 1.237 5.016
beta4_pH[8,33,2] 0.893 0.587 -0.207 0.860 2.189
beta4_pH[9,33,2] 1.020 1.115 -1.081 0.945 3.510
beta4_pH[10,33,2] 0.705 0.181 0.357 0.702 1.085
beta4_pH[11,33,2] 0.846 0.231 0.401 0.843 1.312
beta4_pH[12,33,2] 0.804 0.479 -0.054 0.766 1.888
beta4_pH[13,33,2] 0.899 0.195 0.547 0.884 1.315
beta4_pH[14,33,2] 1.089 0.351 0.443 1.073 1.847
beta4_pH[15,33,2] 0.876 0.152 0.575 0.877 1.186
beta4_pH[16,33,2] 1.624 0.457 0.863 1.588 2.678
beta4_pH[1,34,2] 0.699 0.220 0.273 0.692 1.178
beta4_pH[2,34,2] 0.771 0.102 0.574 0.768 0.988
beta4_pH[3,34,2] 0.803 0.156 0.498 0.796 1.125
beta4_pH[4,34,2] 0.777 0.234 0.324 0.767 1.273
beta4_pH[5,34,2] 0.853 0.922 -0.750 0.784 2.844
beta4_pH[6,34,2] 1.680 1.923 -1.335 1.431 6.200
beta4_pH[7,34,2] 1.426 1.456 -0.926 1.194 5.039
beta4_pH[8,34,2] 0.903 0.578 -0.175 0.853 2.271
beta4_pH[9,34,2] 1.104 1.091 -0.805 0.991 3.539
beta4_pH[10,34,2] 0.700 0.188 0.338 0.694 1.103
beta4_pH[11,34,2] 0.755 0.220 0.336 0.751 1.200
beta4_pH[12,34,2] 1.033 0.576 0.123 0.947 2.419
beta4_pH[13,34,2] 0.799 0.174 0.460 0.794 1.157
beta4_pH[14,34,2] 1.284 0.382 0.637 1.243 2.144
beta4_pH[15,34,2] 0.970 0.159 0.672 0.965 1.302
beta4_pH[16,34,2] 1.308 0.320 0.710 1.298 1.964
beta4_pH[1,35,2] 0.414 0.145 0.199 0.393 0.771
beta4_pH[2,35,2] 0.775 0.082 0.630 0.772 0.943
beta4_pH[3,35,2] 0.959 0.139 0.714 0.950 1.259
beta4_pH[4,35,2] 0.660 0.201 0.326 0.642 1.103
beta4_pH[5,35,2] 0.126 0.095 0.026 0.100 0.382
beta4_pH[6,35,2] 0.762 0.653 0.134 0.571 2.418
beta4_pH[7,35,2] 2.772 2.323 0.446 1.992 8.922
beta4_pH[8,35,2] 0.514 0.256 0.182 0.460 1.151
beta4_pH[9,35,2] 0.828 0.617 0.161 0.664 2.449
beta4_pH[10,35,2] 0.623 0.124 0.416 0.608 0.893
beta4_pH[11,35,2] 0.959 0.222 0.579 0.939 1.430
beta4_pH[12,35,2] 1.665 0.881 0.468 1.488 3.803
beta4_pH[13,35,2] 0.793 0.122 0.583 0.784 1.059
beta4_pH[14,35,2] 1.167 0.392 0.567 1.107 2.073
beta4_pH[15,35,2] 1.005 0.141 0.757 0.994 1.297
beta4_pH[16,35,2] 1.262 0.504 0.476 1.189 2.439
beta4_pH[1,36,2] 0.921 0.206 0.584 0.902 1.376
beta4_pH[2,36,2] 0.832 0.102 0.650 0.827 1.042
beta4_pH[3,36,2] 0.822 0.128 0.594 0.814 1.103
beta4_pH[4,36,2] 0.953 0.246 0.540 0.931 1.476
beta4_pH[5,36,2] 0.643 0.668 0.067 0.427 2.615
beta4_pH[6,36,2] 3.930 2.840 0.732 3.255 11.759
beta4_pH[7,36,2] 1.105 0.662 0.329 0.947 2.763
beta4_pH[8,36,2] 0.909 0.385 0.375 0.838 1.855
beta4_pH[9,36,2] 0.548 0.410 0.129 0.441 1.559
beta4_pH[10,36,2] 0.516 0.141 0.292 0.498 0.835
beta4_pH[11,36,2] 0.600 0.116 0.401 0.590 0.858
beta4_pH[12,36,2] 0.977 0.513 0.305 0.863 2.295
beta4_pH[13,36,2] 0.770 0.118 0.565 0.760 1.030
beta4_pH[14,36,2] 1.584 0.469 0.792 1.544 2.580
beta4_pH[15,36,2] 1.154 0.172 0.851 1.146 1.518
beta4_pH[16,36,2] 1.184 0.503 0.486 1.092 2.431
beta4_pH[1,37,2] 0.766 0.175 0.487 0.745 1.183
beta4_pH[2,37,2] 0.765 0.082 0.620 0.759 0.940
beta4_pH[3,37,2] 0.867 0.118 0.654 0.861 1.117
beta4_pH[4,37,2] 0.727 0.178 0.430 0.708 1.122
beta4_pH[5,37,2] 1.004 1.050 0.108 0.687 3.731
beta4_pH[6,37,2] 1.816 1.515 0.252 1.400 5.910
beta4_pH[7,37,2] 1.233 0.886 0.317 1.011 3.442
beta4_pH[8,37,2] 0.954 0.386 0.418 0.883 1.921
beta4_pH[9,37,2] 1.725 1.598 0.230 1.246 5.684
beta4_pH[10,37,2] 0.747 0.141 0.505 0.735 1.056
beta4_pH[11,37,2] 1.099 0.225 0.710 1.079 1.589
beta4_pH[12,37,2] 0.766 0.480 0.203 0.658 1.980
beta4_pH[13,37,2] 0.642 0.099 0.466 0.635 0.845
beta4_pH[14,37,2] 0.879 0.255 0.465 0.850 1.449
beta4_pH[15,37,2] 0.761 0.113 0.559 0.751 1.007
beta4_pH[16,37,2] 0.623 0.200 0.327 0.594 1.103
beta4_pH[1,38,2] 0.750 0.158 0.485 0.733 1.114
beta4_pH[2,38,2] 0.709 0.079 0.566 0.705 0.877
beta4_pH[3,38,2] 0.821 0.128 0.598 0.811 1.096
beta4_pH[4,38,2] 0.866 0.181 0.553 0.852 1.249
beta4_pH[5,38,2] 0.519 0.425 0.104 0.398 1.666
beta4_pH[6,38,2] 1.520 1.561 0.133 1.028 5.637
beta4_pH[7,38,2] 0.499 0.293 0.143 0.432 1.244
beta4_pH[8,38,2] 0.757 0.289 0.338 0.711 1.492
beta4_pH[9,38,2] 1.549 1.001 0.375 1.286 4.195
beta4_pH[10,38,2] 0.738 0.152 0.486 0.726 1.074
beta4_pH[11,38,2] 0.587 0.145 0.348 0.572 0.916
beta4_pH[12,38,2] 0.781 0.476 0.214 0.670 2.007
beta4_pH[13,38,2] 1.025 0.191 0.694 1.011 1.448
beta4_pH[14,38,2] 1.029 0.311 0.520 0.995 1.713
beta4_pH[15,38,2] 0.871 0.100 0.697 0.865 1.089
beta4_pH[16,38,2] 1.216 0.369 0.584 1.180 2.032
beta4_pH[1,39,2] 0.699 0.143 0.465 0.686 1.022
beta4_pH[2,39,2] 0.845 0.096 0.670 0.839 1.044
beta4_pH[3,39,2] 0.812 0.105 0.625 0.805 1.036
beta4_pH[4,39,2] 0.736 0.182 0.412 0.726 1.133
beta4_pH[5,39,2] 1.024 0.968 0.117 0.742 3.636
beta4_pH[6,39,2] 0.476 0.573 0.038 0.288 2.178
beta4_pH[7,39,2] 2.071 2.060 0.296 1.421 7.898
beta4_pH[8,39,2] 1.499 0.746 0.508 1.344 3.363
beta4_pH[9,39,2] 1.885 1.361 0.370 1.532 5.200
beta4_pH[10,39,2] 0.721 0.163 0.446 0.705 1.086
beta4_pH[11,39,2] 0.987 0.238 0.582 0.963 1.499
beta4_pH[12,39,2] 0.780 0.453 0.235 0.661 1.946
beta4_pH[13,39,2] 0.794 0.131 0.575 0.783 1.082
beta4_pH[14,39,2] 1.035 0.313 0.516 1.004 1.724
beta4_pH[15,39,2] 1.023 0.109 0.821 1.017 1.250
beta4_pH[16,39,2] 1.593 0.549 0.741 1.536 2.800
beta4_pH[1,40,2] 0.773 0.135 0.547 0.760 1.076
beta4_pH[2,40,2] 0.765 0.082 0.613 0.762 0.933
beta4_pH[3,40,2] 0.865 0.120 0.654 0.857 1.113
beta4_pH[4,40,2] 0.800 0.154 0.526 0.793 1.126
beta4_pH[5,40,2] 0.317 0.229 0.078 0.257 0.901
beta4_pH[6,40,2] 1.842 1.647 0.239 1.334 6.285
beta4_pH[7,40,2] 1.731 1.687 0.269 1.181 6.634
beta4_pH[8,40,2] 0.452 0.349 0.085 0.357 1.341
beta4_pH[9,40,2] 0.717 0.607 0.106 0.567 2.218
beta4_pH[10,40,2] 0.809 0.170 0.520 0.797 1.189
beta4_pH[11,40,2] 0.512 0.124 0.310 0.498 0.793
beta4_pH[12,40,2] 0.637 0.367 0.189 0.555 1.588
beta4_pH[13,40,2] 0.841 0.127 0.613 0.835 1.115
beta4_pH[14,40,2] 0.835 0.254 0.428 0.800 1.421
beta4_pH[15,40,2] 0.865 0.098 0.687 0.860 1.067
beta4_pH[16,40,2] 1.492 0.664 0.567 1.368 3.065
beta4_pH[1,41,2] 0.614 0.135 0.391 0.600 0.919
beta4_pH[2,41,2] 0.766 0.094 0.601 0.763 0.963
beta4_pH[3,41,2] 0.793 0.114 0.592 0.788 1.037
beta4_pH[4,41,2] 0.819 0.253 0.408 0.801 1.369
beta4_pH[5,41,2] 1.366 0.720 0.413 1.211 3.225
beta4_pH[6,41,2] 2.406 2.151 0.282 1.743 8.350
beta4_pH[7,41,2] 0.808 0.489 0.235 0.697 2.040
beta4_pH[8,41,2] 1.210 0.726 0.343 1.040 3.058
beta4_pH[9,41,2] 0.497 0.533 0.057 0.332 1.907
beta4_pH[10,41,2] 0.716 0.136 0.482 0.705 1.006
beta4_pH[11,41,2] 0.947 0.218 0.567 0.929 1.418
beta4_pH[12,41,2] 0.692 0.274 0.304 0.647 1.357
beta4_pH[13,41,2] 0.738 0.118 0.537 0.729 0.996
beta4_pH[14,41,2] 1.017 0.260 0.577 0.994 1.580
beta4_pH[15,41,2] 0.785 0.097 0.606 0.780 0.995
beta4_pH[16,41,2] 0.877 0.282 0.403 0.853 1.495
beta4_pH[1,42,2] 0.651 0.132 0.427 0.639 0.937
beta4_pH[2,42,2] 0.754 0.093 0.587 0.746 0.952
beta4_pH[3,42,2] 0.703 0.116 0.505 0.692 0.955
beta4_pH[4,42,2] 0.823 0.198 0.487 0.809 1.239
beta4_pH[5,42,2] 1.242 1.120 0.142 0.903 4.486
beta4_pH[6,42,2] 0.341 0.271 0.068 0.269 1.091
beta4_pH[7,42,2] 0.957 0.609 0.259 0.803 2.569
beta4_pH[8,42,2] 0.871 0.361 0.374 0.805 1.807
beta4_pH[9,42,2] 0.812 0.598 0.180 0.651 2.438
beta4_pH[10,42,2] 0.829 0.162 0.557 0.813 1.180
beta4_pH[11,42,2] 0.675 0.138 0.437 0.661 0.973
beta4_pH[12,42,2] 0.707 0.275 0.299 0.664 1.351
beta4_pH[13,42,2] 0.579 0.179 0.306 0.554 1.005
beta4_pH[14,42,2] 0.763 0.218 0.413 0.737 1.258
beta4_pH[15,42,2] 0.897 0.089 0.735 0.893 1.083
beta4_pH[16,42,2] 1.058 0.368 0.458 1.006 1.869
beta4_pH[1,43,2] 0.750 0.164 0.478 0.735 1.112
beta4_pH[2,43,2] 0.728 0.076 0.594 0.724 0.886
beta4_pH[3,43,2] 0.627 0.083 0.481 0.622 0.804
beta4_pH[4,43,2] 0.608 0.149 0.352 0.593 0.928
beta4_pH[5,43,2] 1.580 0.709 0.605 1.463 3.367
beta4_pH[6,43,2] 1.150 0.882 0.231 0.913 3.336
beta4_pH[7,43,2] 0.691 0.583 0.126 0.534 2.118
beta4_pH[8,43,2] 0.871 0.360 0.349 0.810 1.719
beta4_pH[9,43,2] 1.136 0.977 0.173 0.845 3.790
beta4_pH[10,43,2] 0.629 0.116 0.423 0.622 0.876
beta4_pH[11,43,2] 0.687 0.135 0.457 0.676 0.974
beta4_pH[12,43,2] 0.620 0.252 0.250 0.582 1.243
beta4_pH[13,43,2] 0.602 0.117 0.404 0.591 0.863
beta4_pH[14,43,2] 0.840 0.210 0.492 0.822 1.308
beta4_pH[15,43,2] 0.805 0.093 0.640 0.800 1.005
beta4_pH[16,43,2] 0.845 0.213 0.478 0.828 1.317
beta4_pH[1,44,2] 0.545 0.134 0.328 0.531 0.847
beta4_pH[2,44,2] 0.691 0.075 0.559 0.685 0.849
beta4_pH[3,44,2] 0.619 0.096 0.450 0.612 0.821
beta4_pH[4,44,2] 0.815 0.184 0.509 0.799 1.229
beta4_pH[5,44,2] 1.231 0.609 0.451 1.101 2.750
beta4_pH[6,44,2] 1.245 1.499 0.119 0.790 5.263
beta4_pH[7,44,2] 1.182 0.647 0.375 1.035 2.821
beta4_pH[8,44,2] 0.428 0.206 0.136 0.388 0.927
beta4_pH[9,44,2] 0.981 0.894 0.155 0.721 3.235
beta4_pH[10,44,2] 0.637 0.150 0.382 0.623 0.980
beta4_pH[11,44,2] 0.383 0.111 0.202 0.372 0.626
beta4_pH[12,44,2] 0.596 0.296 0.204 0.528 1.328
beta4_pH[13,44,2] 0.513 0.084 0.369 0.505 0.697
beta4_pH[14,44,2] 0.679 0.178 0.402 0.652 1.091
beta4_pH[15,44,2] 0.632 0.076 0.495 0.625 0.799
beta4_pH[16,44,2] 0.463 0.194 0.191 0.429 0.935
beta4_pH[1,45,2] 0.804 0.189 0.495 0.783 1.228
beta4_pH[2,45,2] 0.695 0.084 0.538 0.694 0.867
beta4_pH[3,45,2] 0.728 0.129 0.506 0.717 1.008
beta4_pH[4,45,2] 0.744 0.172 0.453 0.731 1.119
beta4_pH[5,45,2] 0.996 1.141 0.100 0.642 4.326
beta4_pH[6,45,2] 1.203 1.149 0.182 0.874 4.350
beta4_pH[7,45,2] 0.687 0.568 0.129 0.528 2.184
beta4_pH[8,45,2] 1.203 0.538 0.489 1.092 2.445
beta4_pH[9,45,2] 0.109 0.156 0.010 0.066 0.475
beta4_pH[10,45,2] 0.666 0.136 0.443 0.652 0.974
beta4_pH[11,45,2] 0.547 0.113 0.358 0.535 0.801
beta4_pH[12,45,2] 0.775 0.330 0.302 0.715 1.585
beta4_pH[13,45,2] 0.458 0.072 0.330 0.452 0.612
beta4_pH[14,45,2] 0.759 0.184 0.472 0.735 1.170
beta4_pH[15,45,2] 0.514 0.067 0.387 0.513 0.652
beta4_pH[16,45,2] 0.309 0.175 0.088 0.269 0.749
beta4_pH[1,46,2] 0.813 0.163 0.538 0.801 1.178
beta4_pH[2,46,2] 0.696 0.097 0.521 0.690 0.906
beta4_pH[3,46,2] 0.739 0.110 0.548 0.733 0.975
beta4_pH[4,46,2] 0.675 0.210 0.348 0.643 1.156
beta4_pH[5,46,2] 1.106 0.605 0.374 0.969 2.683
beta4_pH[6,46,2] 1.457 1.704 0.125 0.893 6.044
beta4_pH[7,46,2] 1.679 1.228 0.357 1.358 4.917
beta4_pH[8,46,2] 1.083 0.507 0.417 0.976 2.321
beta4_pH[9,46,2] 1.640 1.627 0.198 1.129 6.126
beta4_pH[10,46,2] 0.673 0.177 0.393 0.650 1.072
beta4_pH[11,46,2] 0.646 0.122 0.428 0.636 0.916
beta4_pH[12,46,2] 1.000 0.388 0.416 0.948 1.861
beta4_pH[13,46,2] 0.719 0.184 0.410 0.700 1.126
beta4_pH[14,46,2] 0.962 0.264 0.534 0.938 1.552
beta4_pH[15,46,2] 0.607 0.068 0.481 0.604 0.751
beta4_pH[16,46,2] 0.584 0.215 0.253 0.553 1.081
beta4_pH[1,47,2] 0.595 0.130 0.383 0.582 0.877
beta4_pH[2,47,2] 0.740 0.101 0.561 0.731 0.948
beta4_pH[3,47,2] 0.734 0.109 0.539 0.728 0.960
beta4_pH[4,47,2] 0.486 0.176 0.227 0.457 0.909
beta4_pH[5,47,2] 0.116 0.088 0.023 0.092 0.342
beta4_pH[6,47,2] 0.184 0.129 0.042 0.150 0.535
beta4_pH[7,47,2] 0.480 0.408 0.081 0.372 1.524
beta4_pH[8,47,2] 0.904 0.593 0.227 0.761 2.366
beta4_pH[9,47,2] 0.470 0.562 0.044 0.290 2.022
beta4_pH[10,47,2] 0.680 0.171 0.383 0.664 1.052
beta4_pH[11,47,2] 0.568 0.099 0.392 0.560 0.775
beta4_pH[12,47,2] 1.157 0.392 0.492 1.123 1.967
beta4_pH[13,47,2] 0.654 0.103 0.469 0.649 0.871
beta4_pH[14,47,2] 0.911 0.299 0.458 0.858 1.593
beta4_pH[15,47,2] 0.710 0.106 0.526 0.704 0.944
beta4_pH[16,47,2] 0.712 0.190 0.378 0.698 1.124
beta4_pH[1,1,3] 0.709 0.224 0.284 0.703 1.154
beta4_pH[2,1,3] 0.764 0.101 0.572 0.761 0.971
beta4_pH[3,1,3] 0.807 0.156 0.509 0.805 1.125
beta4_pH[4,1,3] 0.685 0.204 0.302 0.675 1.113
beta4_pH[5,1,3] 0.895 1.014 -0.948 0.833 3.250
beta4_pH[6,1,3] 1.916 2.499 -2.515 1.601 7.863
beta4_pH[7,1,3] 1.235 1.296 -0.952 1.115 4.034
beta4_pH[8,1,3] 0.812 0.570 -0.257 0.778 2.009
beta4_pH[9,1,3] 1.024 1.174 -0.945 0.892 3.766
beta4_pH[10,1,3] 0.668 0.195 0.286 0.664 1.095
beta4_pH[11,1,3] 0.639 0.195 0.262 0.634 1.063
beta4_pH[12,1,3] 0.652 0.347 -0.008 0.641 1.411
beta4_pH[13,1,3] 0.722 0.173 0.390 0.716 1.064
beta4_pH[14,1,3] 0.986 0.357 0.321 0.972 1.736
beta4_pH[15,1,3] 0.863 0.156 0.560 0.861 1.189
beta4_pH[16,1,3] 0.782 0.326 0.151 0.772 1.456
beta4_pH[1,2,3] 0.712 0.217 0.284 0.708 1.171
beta4_pH[2,2,3] 0.767 0.103 0.568 0.767 0.976
beta4_pH[3,2,3] 0.810 0.156 0.499 0.806 1.127
beta4_pH[4,2,3] 0.692 0.202 0.308 0.682 1.112
beta4_pH[5,2,3] 0.902 1.024 -0.855 0.813 3.176
beta4_pH[6,2,3] 1.891 2.576 -2.707 1.568 8.317
beta4_pH[7,2,3] 1.263 1.335 -1.057 1.127 4.264
beta4_pH[8,2,3] 0.817 0.564 -0.198 0.804 1.998
beta4_pH[9,2,3] 1.041 1.216 -1.061 0.906 3.882
beta4_pH[10,2,3] 0.671 0.191 0.307 0.660 1.067
beta4_pH[11,2,3] 0.640 0.194 0.261 0.632 1.036
beta4_pH[12,2,3] 0.644 0.358 -0.025 0.634 1.424
beta4_pH[13,2,3] 0.725 0.179 0.377 0.720 1.091
beta4_pH[14,2,3] 0.975 0.357 0.265 0.974 1.717
beta4_pH[15,2,3] 0.870 0.155 0.570 0.866 1.192
beta4_pH[16,2,3] 0.801 0.322 0.229 0.778 1.507
beta4_pH[1,3,3] 0.705 0.217 0.289 0.697 1.154
beta4_pH[2,3,3] 0.771 0.104 0.572 0.767 0.990
beta4_pH[3,3,3] 0.811 0.156 0.509 0.808 1.125
beta4_pH[4,3,3] 0.693 0.205 0.297 0.685 1.131
beta4_pH[5,3,3] 0.933 1.042 -0.826 0.826 3.212
beta4_pH[6,3,3] 1.846 2.566 -2.866 1.574 7.832
beta4_pH[7,3,3] 1.240 1.329 -0.978 1.119 4.114
beta4_pH[8,3,3] 0.828 0.569 -0.220 0.794 2.066
beta4_pH[9,3,3] 1.045 1.196 -1.101 0.907 3.773
beta4_pH[10,3,3] 0.672 0.190 0.315 0.663 1.073
beta4_pH[11,3,3] 0.643 0.194 0.281 0.636 1.053
beta4_pH[12,3,3] 0.653 0.354 0.001 0.623 1.442
beta4_pH[13,3,3] 0.717 0.177 0.363 0.713 1.069
beta4_pH[14,3,3] 0.988 0.361 0.305 0.977 1.730
beta4_pH[15,3,3] 0.870 0.151 0.579 0.867 1.178
beta4_pH[16,3,3] 0.799 0.324 0.178 0.781 1.483
beta4_pH[1,4,3] 0.706 0.223 0.268 0.700 1.171
beta4_pH[2,4,3] 0.769 0.102 0.562 0.768 0.979
beta4_pH[3,4,3] 0.811 0.153 0.509 0.803 1.121
beta4_pH[4,4,3] 0.689 0.205 0.305 0.683 1.111
beta4_pH[5,4,3] 0.904 1.035 -0.905 0.821 3.303
beta4_pH[6,4,3] 1.912 2.649 -2.620 1.591 8.397
beta4_pH[7,4,3] 1.250 1.347 -1.046 1.098 4.399
beta4_pH[8,4,3] 0.820 0.572 -0.197 0.775 2.039
beta4_pH[9,4,3] 1.045 1.299 -1.180 0.919 3.802
beta4_pH[10,4,3] 0.672 0.192 0.298 0.669 1.078
beta4_pH[11,4,3] 0.637 0.192 0.273 0.631 1.045
beta4_pH[12,4,3] 0.652 0.350 0.026 0.630 1.423
beta4_pH[13,4,3] 0.720 0.175 0.378 0.716 1.077
beta4_pH[14,4,3] 0.988 0.358 0.339 0.968 1.743
beta4_pH[15,4,3] 0.866 0.151 0.567 0.863 1.181
beta4_pH[16,4,3] 0.797 0.322 0.199 0.782 1.474
beta4_pH[1,5,3] 0.703 0.220 0.281 0.695 1.185
beta4_pH[2,5,3] 0.765 0.102 0.569 0.764 0.972
beta4_pH[3,5,3] 0.810 0.156 0.497 0.806 1.129
beta4_pH[4,5,3] 0.690 0.201 0.286 0.684 1.095
beta4_pH[5,5,3] 0.892 1.055 -0.963 0.796 3.121
beta4_pH[6,5,3] 1.811 2.627 -2.911 1.564 7.976
beta4_pH[7,5,3] 1.219 1.287 -1.162 1.111 4.017
beta4_pH[8,5,3] 0.833 0.585 -0.216 0.801 2.053
beta4_pH[9,5,3] 1.042 1.183 -0.963 0.925 3.766
beta4_pH[10,5,3] 0.668 0.192 0.287 0.670 1.055
beta4_pH[11,5,3] 0.641 0.193 0.279 0.634 1.026
beta4_pH[12,5,3] 0.652 0.350 0.015 0.624 1.404
beta4_pH[13,5,3] 0.716 0.175 0.381 0.715 1.077
beta4_pH[14,5,3] 0.967 0.362 0.265 0.957 1.695
beta4_pH[15,5,3] 0.865 0.153 0.563 0.865 1.167
beta4_pH[16,5,3] 0.799 0.332 0.166 0.787 1.521
beta4_pH[1,6,3] 0.704 0.218 0.280 0.700 1.168
beta4_pH[2,6,3] 0.767 0.101 0.576 0.764 0.975
beta4_pH[3,6,3] 0.810 0.158 0.505 0.808 1.122
beta4_pH[4,6,3] 0.682 0.199 0.299 0.674 1.105
beta4_pH[5,6,3] 0.905 0.994 -0.840 0.816 3.085
beta4_pH[6,6,3] 1.795 2.564 -2.881 1.503 7.881
beta4_pH[7,6,3] 1.250 1.414 -1.129 1.107 4.367
beta4_pH[8,6,3] 0.826 0.573 -0.196 0.777 2.060
beta4_pH[9,6,3] 1.086 1.221 -0.963 0.952 3.776
beta4_pH[10,6,3] 0.672 0.193 0.295 0.663 1.082
beta4_pH[11,6,3] 0.647 0.194 0.287 0.638 1.073
beta4_pH[12,6,3] 0.649 0.355 -0.006 0.628 1.425
beta4_pH[13,6,3] 0.717 0.180 0.366 0.717 1.084
beta4_pH[14,6,3] 0.982 0.356 0.312 0.970 1.733
beta4_pH[15,6,3] 0.868 0.153 0.567 0.868 1.172
beta4_pH[16,6,3] 0.805 0.323 0.193 0.789 1.488
beta4_pH[1,7,3] 0.697 0.221 0.248 0.696 1.154
beta4_pH[2,7,3] 0.765 0.103 0.565 0.764 0.972
beta4_pH[3,7,3] 0.815 0.155 0.514 0.812 1.135
beta4_pH[4,7,3] 0.688 0.204 0.291 0.684 1.113
beta4_pH[5,7,3] 0.887 1.016 -0.928 0.804 3.121
beta4_pH[6,7,3] 1.837 2.613 -2.779 1.568 8.022
beta4_pH[7,7,3] 1.234 1.370 -0.991 1.074 4.229
beta4_pH[8,7,3] 0.823 0.567 -0.206 0.783 2.060
beta4_pH[9,7,3] 1.028 1.178 -1.158 0.923 3.692
beta4_pH[10,7,3] 0.672 0.193 0.305 0.669 1.071
beta4_pH[11,7,3] 0.642 0.189 0.275 0.638 1.028
beta4_pH[12,7,3] 0.643 0.348 0.000 0.623 1.406
beta4_pH[13,7,3] 0.716 0.176 0.373 0.713 1.079
beta4_pH[14,7,3] 0.979 0.351 0.317 0.978 1.682
beta4_pH[15,7,3] 0.865 0.154 0.560 0.865 1.179
beta4_pH[16,7,3] 0.800 0.324 0.192 0.781 1.504
beta4_pH[1,8,3] 0.704 0.216 0.293 0.692 1.161
beta4_pH[2,8,3] 0.767 0.104 0.560 0.765 0.983
beta4_pH[3,8,3] 0.817 0.155 0.513 0.812 1.138
beta4_pH[4,8,3] 0.690 0.199 0.311 0.680 1.116
beta4_pH[5,8,3] 0.873 1.011 -0.901 0.794 3.030
beta4_pH[6,8,3] 1.869 2.547 -2.609 1.555 8.055
beta4_pH[7,8,3] 1.236 1.332 -1.030 1.107 4.169
beta4_pH[8,8,3] 0.809 0.572 -0.197 0.772 2.095
beta4_pH[9,8,3] 1.061 1.244 -1.118 0.922 4.021
beta4_pH[10,8,3] 0.672 0.195 0.305 0.666 1.077
beta4_pH[11,8,3] 0.638 0.195 0.264 0.633 1.048
beta4_pH[12,8,3] 0.652 0.348 -0.015 0.635 1.396
beta4_pH[13,8,3] 0.719 0.179 0.373 0.714 1.099
beta4_pH[14,8,3] 0.985 0.347 0.303 0.972 1.694
beta4_pH[15,8,3] 0.862 0.151 0.568 0.859 1.172
beta4_pH[16,8,3] 0.794 0.322 0.208 0.782 1.490
beta4_pH[1,9,3] 0.704 0.225 0.259 0.701 1.168
beta4_pH[2,9,3] 0.766 0.101 0.564 0.764 0.967
beta4_pH[3,9,3] 0.807 0.157 0.485 0.804 1.118
beta4_pH[4,9,3] 0.683 0.200 0.302 0.679 1.085
beta4_pH[5,9,3] 0.914 1.033 -0.859 0.796 3.187
beta4_pH[6,9,3] 1.798 2.526 -2.902 1.570 7.880
beta4_pH[7,9,3] 1.253 1.335 -0.956 1.107 4.178
beta4_pH[8,9,3] 0.827 0.583 -0.227 0.783 2.093
beta4_pH[9,9,3] 1.057 1.226 -1.032 0.937 3.853
beta4_pH[10,9,3] 0.669 0.194 0.306 0.663 1.066
beta4_pH[11,9,3] 0.641 0.193 0.266 0.633 1.035
beta4_pH[12,9,3] 0.652 0.349 0.001 0.624 1.407
beta4_pH[13,9,3] 0.709 0.171 0.369 0.707 1.043
beta4_pH[14,9,3] 0.976 0.359 0.301 0.970 1.723
beta4_pH[15,9,3] 0.866 0.153 0.564 0.865 1.178
beta4_pH[16,9,3] 0.807 0.322 0.207 0.792 1.483
beta4_pH[1,10,3] 0.703 0.220 0.292 0.699 1.155
beta4_pH[2,10,3] 0.765 0.103 0.569 0.762 0.979
beta4_pH[3,10,3] 0.814 0.157 0.507 0.811 1.135
beta4_pH[4,10,3] 0.690 0.204 0.310 0.678 1.124
beta4_pH[5,10,3] 0.902 1.067 -0.899 0.793 3.274
beta4_pH[6,10,3] 1.833 2.539 -2.455 1.513 7.803
beta4_pH[7,10,3] 1.203 1.305 -0.993 1.085 4.138
beta4_pH[8,10,3] 0.839 0.569 -0.162 0.795 2.089
beta4_pH[9,10,3] 1.072 1.174 -0.955 0.929 3.680
beta4_pH[10,10,3] 0.668 0.196 0.297 0.665 1.066
beta4_pH[11,10,3] 0.638 0.193 0.259 0.634 1.037
beta4_pH[12,10,3] 0.650 0.361 0.002 0.622 1.441
beta4_pH[13,10,3] 0.721 0.177 0.375 0.716 1.100
beta4_pH[14,10,3] 0.978 0.364 0.280 0.972 1.779
beta4_pH[15,10,3] 0.868 0.152 0.567 0.863 1.174
beta4_pH[16,10,3] 0.798 0.319 0.206 0.783 1.486
beta4_pH[1,11,3] 0.699 0.222 0.252 0.694 1.143
beta4_pH[2,11,3] 0.767 0.101 0.565 0.763 0.978
beta4_pH[3,11,3] 0.815 0.156 0.515 0.811 1.124
beta4_pH[4,11,3] 0.688 0.203 0.309 0.677 1.091
beta4_pH[5,11,3] 0.880 1.006 -0.929 0.786 3.165
beta4_pH[6,11,3] 1.795 2.501 -2.774 1.535 7.763
beta4_pH[7,11,3] 1.262 1.335 -0.969 1.136 4.071
beta4_pH[8,11,3] 0.831 0.564 -0.179 0.788 2.070
beta4_pH[9,11,3] 1.056 1.216 -1.005 0.934 3.696
beta4_pH[10,11,3] 0.662 0.191 0.303 0.656 1.050
beta4_pH[11,11,3] 0.645 0.190 0.274 0.640 1.039
beta4_pH[12,11,3] 0.644 0.347 -0.008 0.618 1.381
beta4_pH[13,11,3] 0.725 0.179 0.373 0.723 1.081
beta4_pH[14,11,3] 0.975 0.360 0.288 0.967 1.744
beta4_pH[15,11,3] 0.865 0.158 0.552 0.864 1.183
beta4_pH[16,11,3] 0.799 0.322 0.184 0.785 1.483
beta4_pH[1,12,3] 0.710 0.222 0.268 0.705 1.171
beta4_pH[2,12,3] 0.767 0.103 0.568 0.762 0.983
beta4_pH[3,12,3] 0.810 0.157 0.505 0.807 1.129
beta4_pH[4,12,3] 0.686 0.203 0.293 0.681 1.095
beta4_pH[5,12,3] 0.894 1.019 -0.897 0.815 3.130
beta4_pH[6,12,3] 1.821 2.556 -3.017 1.566 7.562
beta4_pH[7,12,3] 1.251 1.346 -1.014 1.138 4.093
beta4_pH[8,12,3] 0.837 0.570 -0.196 0.783 2.104
beta4_pH[9,12,3] 1.039 1.140 -1.011 0.931 3.666
beta4_pH[10,12,3] 0.670 0.191 0.312 0.666 1.070
beta4_pH[11,12,3] 0.637 0.195 0.252 0.632 1.036
beta4_pH[12,12,3] 0.643 0.355 -0.014 0.618 1.419
beta4_pH[13,12,3] 0.719 0.176 0.374 0.719 1.079
beta4_pH[14,12,3] 0.997 0.355 0.298 0.990 1.742
beta4_pH[15,12,3] 0.869 0.152 0.577 0.867 1.174
beta4_pH[16,12,3] 0.804 0.315 0.220 0.790 1.479
beta4_pH[1,13,3] 0.702 0.218 0.259 0.699 1.160
beta4_pH[2,13,3] 0.768 0.103 0.563 0.764 0.980
beta4_pH[3,13,3] 0.808 0.159 0.488 0.808 1.122
beta4_pH[4,13,3] 0.685 0.209 0.282 0.677 1.123
beta4_pH[5,13,3] 0.942 1.026 -0.793 0.818 3.413
beta4_pH[6,13,3] 1.828 2.630 -2.951 1.579 8.056
beta4_pH[7,13,3] 1.262 1.433 -1.074 1.103 4.418
beta4_pH[8,13,3] 0.813 0.544 -0.178 0.774 2.004
beta4_pH[9,13,3] 1.052 1.172 -0.904 0.923 3.739
beta4_pH[10,13,3] 0.666 0.195 0.307 0.661 1.066
beta4_pH[11,13,3] 0.634 0.191 0.252 0.629 1.033
beta4_pH[12,13,3] 0.658 0.359 -0.014 0.634 1.453
beta4_pH[13,13,3] 0.720 0.176 0.362 0.716 1.062
beta4_pH[14,13,3] 0.981 0.374 0.256 0.974 1.764
beta4_pH[15,13,3] 0.869 0.157 0.563 0.866 1.196
beta4_pH[16,13,3] 0.800 0.324 0.180 0.786 1.494
beta4_pH[1,14,3] 0.709 0.220 0.279 0.701 1.159
beta4_pH[2,14,3] 0.767 0.104 0.564 0.763 0.983
beta4_pH[3,14,3] 0.800 0.158 0.491 0.798 1.129
beta4_pH[4,14,3] 0.689 0.202 0.308 0.685 1.115
beta4_pH[5,14,3] 0.903 1.035 -0.902 0.811 3.126
beta4_pH[6,14,3] 1.874 2.534 -2.568 1.561 7.789
beta4_pH[7,14,3] 1.264 1.273 -0.886 1.125 4.252
beta4_pH[8,14,3] 0.821 0.573 -0.194 0.771 2.103
beta4_pH[9,14,3] 1.045 1.191 -0.982 0.930 3.671
beta4_pH[10,14,3] 0.675 0.196 0.314 0.663 1.107
beta4_pH[11,14,3] 0.637 0.192 0.276 0.631 1.034
beta4_pH[12,14,3] 0.647 0.343 0.029 0.622 1.384
beta4_pH[13,14,3] 0.711 0.179 0.355 0.712 1.075
beta4_pH[14,14,3] 0.977 0.367 0.277 0.970 1.758
beta4_pH[15,14,3] 0.864 0.155 0.557 0.861 1.182
beta4_pH[16,14,3] 0.804 0.331 0.177 0.786 1.488
beta4_pH[1,15,3] 0.703 0.219 0.290 0.696 1.156
beta4_pH[2,15,3] 0.765 0.101 0.566 0.764 0.978
beta4_pH[3,15,3] 0.823 0.158 0.518 0.818 1.140
beta4_pH[4,15,3] 0.685 0.207 0.277 0.682 1.101
beta4_pH[5,15,3] 0.950 1.033 -0.685 0.826 3.337
beta4_pH[6,15,3] 1.838 2.574 -2.657 1.522 7.685
beta4_pH[7,15,3] 1.286 1.338 -1.035 1.162 4.182
beta4_pH[8,15,3] 0.824 0.564 -0.245 0.799 2.050
beta4_pH[9,15,3] 1.017 1.213 -1.190 0.910 3.819
beta4_pH[10,15,3] 0.671 0.199 0.293 0.664 1.094
beta4_pH[11,15,3] 0.643 0.199 0.260 0.641 1.058
beta4_pH[12,15,3] 0.650 0.352 -0.019 0.624 1.420
beta4_pH[13,15,3] 0.712 0.176 0.362 0.714 1.075
beta4_pH[14,15,3] 0.990 0.351 0.321 0.973 1.723
beta4_pH[15,15,3] 0.865 0.155 0.567 0.860 1.182
beta4_pH[16,15,3] 0.804 0.321 0.212 0.793 1.479
beta4_pH[1,16,3] 0.703 0.215 0.276 0.698 1.156
beta4_pH[2,16,3] 0.768 0.106 0.562 0.767 0.991
beta4_pH[3,16,3] 0.817 0.151 0.517 0.817 1.123
beta4_pH[4,16,3] 0.690 0.196 0.313 0.684 1.096
beta4_pH[5,16,3] 0.922 1.023 -0.783 0.827 3.352
beta4_pH[6,16,3] 1.827 2.482 -2.545 1.569 7.502
beta4_pH[7,16,3] 1.264 1.318 -0.853 1.097 4.310
beta4_pH[8,16,3] 0.828 0.566 -0.236 0.791 2.029
beta4_pH[9,16,3] 1.046 1.217 -1.031 0.924 3.650
beta4_pH[10,16,3] 0.675 0.195 0.311 0.668 1.086
beta4_pH[11,16,3] 0.640 0.190 0.272 0.636 1.032
beta4_pH[12,16,3] 0.656 0.353 0.004 0.628 1.457
beta4_pH[13,16,3] 0.721 0.177 0.378 0.716 1.094
beta4_pH[14,16,3] 0.990 0.355 0.312 0.986 1.716
beta4_pH[15,16,3] 0.865 0.153 0.564 0.863 1.186
beta4_pH[16,16,3] 0.804 0.329 0.195 0.784 1.521
beta4_pH[1,17,3] 0.709 0.220 0.291 0.703 1.171
beta4_pH[2,17,3] 0.766 0.105 0.564 0.762 0.988
beta4_pH[3,17,3] 0.812 0.153 0.518 0.809 1.124
beta4_pH[4,17,3] 0.689 0.201 0.295 0.684 1.100
beta4_pH[5,17,3] 0.904 1.000 -0.786 0.802 3.114
beta4_pH[6,17,3] 1.756 2.567 -3.206 1.464 7.657
beta4_pH[7,17,3] 1.262 1.261 -0.861 1.116 4.137
beta4_pH[8,17,3] 0.810 0.575 -0.226 0.777 2.054
beta4_pH[9,17,3] 1.039 1.208 -1.044 0.936 3.781
beta4_pH[10,17,3] 0.671 0.191 0.311 0.663 1.072
beta4_pH[11,17,3] 0.638 0.198 0.253 0.633 1.039
beta4_pH[12,17,3] 0.655 0.352 0.007 0.639 1.431
beta4_pH[13,17,3] 0.719 0.176 0.371 0.716 1.069
beta4_pH[14,17,3] 0.989 0.353 0.309 0.975 1.734
beta4_pH[15,17,3] 0.864 0.153 0.571 0.862 1.184
beta4_pH[16,17,3] 0.789 0.322 0.189 0.780 1.445
beta4_pH[1,18,3] 0.702 0.219 0.275 0.699 1.153
beta4_pH[2,18,3] 0.768 0.101 0.568 0.768 0.973
beta4_pH[3,18,3] 0.812 0.155 0.516 0.807 1.130
beta4_pH[4,18,3] 0.686 0.203 0.307 0.681 1.108
beta4_pH[5,18,3] 0.920 1.006 -0.727 0.806 3.281
beta4_pH[6,18,3] 1.839 2.479 -2.456 1.550 7.818
beta4_pH[7,18,3] 1.283 1.280 -0.850 1.143 4.243
beta4_pH[8,18,3] 0.829 0.563 -0.180 0.790 1.994
beta4_pH[9,18,3] 1.034 1.142 -0.921 0.906 3.740
beta4_pH[10,18,3] 0.672 0.190 0.301 0.671 1.055
beta4_pH[11,18,3] 0.637 0.194 0.259 0.629 1.035
beta4_pH[12,18,3] 0.656 0.358 -0.006 0.633 1.458
beta4_pH[13,18,3] 0.724 0.175 0.376 0.721 1.092
beta4_pH[14,18,3] 0.989 0.364 0.319 0.980 1.743
beta4_pH[15,18,3] 0.865 0.153 0.561 0.863 1.176
beta4_pH[16,18,3] 0.813 0.326 0.225 0.792 1.523
beta4_pH[1,19,3] 0.701 0.224 0.266 0.695 1.193
beta4_pH[2,19,3] 0.765 0.102 0.567 0.764 0.977
beta4_pH[3,19,3] 0.850 0.157 0.567 0.840 1.185
beta4_pH[4,19,3] 0.773 0.195 0.416 0.763 1.181
beta4_pH[5,19,3] 0.957 1.018 -0.778 0.854 3.263
beta4_pH[6,19,3] 1.865 2.531 -2.691 1.582 7.677
beta4_pH[7,19,3] 1.277 1.318 -0.947 1.137 4.361
beta4_pH[8,19,3] 0.826 0.575 -0.232 0.783 2.044
beta4_pH[9,19,3] 1.032 1.183 -1.008 0.918 3.709
beta4_pH[10,19,3] 0.674 0.195 0.291 0.669 1.073
beta4_pH[11,19,3] 0.643 0.195 0.262 0.640 1.041
beta4_pH[12,19,3] 0.652 0.347 -0.004 0.631 1.388
beta4_pH[13,19,3] 0.717 0.180 0.366 0.714 1.092
beta4_pH[14,19,3] 0.991 0.353 0.352 0.972 1.755
beta4_pH[15,19,3] 0.866 0.154 0.573 0.865 1.192
beta4_pH[16,19,3] 0.814 0.331 0.224 0.788 1.511
beta4_pH[1,20,3] 0.700 0.218 0.279 0.695 1.155
beta4_pH[2,20,3] 0.783 0.104 0.577 0.779 1.003
beta4_pH[3,20,3] 0.812 0.151 0.524 0.808 1.120
beta4_pH[4,20,3] 0.660 0.190 0.281 0.660 1.041
beta4_pH[5,20,3] 0.901 1.013 -0.884 0.812 3.205
beta4_pH[6,20,3] 1.875 2.490 -2.384 1.576 8.220
beta4_pH[7,20,3] 1.221 1.267 -1.053 1.131 4.043
beta4_pH[8,20,3] 0.828 0.582 -0.253 0.796 2.027
beta4_pH[9,20,3] 1.037 1.258 -1.222 0.911 3.986
beta4_pH[10,20,3] 0.678 0.191 0.297 0.674 1.072
beta4_pH[11,20,3] 0.634 0.191 0.261 0.627 1.038
beta4_pH[12,20,3] 0.659 0.341 0.027 0.630 1.407
beta4_pH[13,20,3] 0.725 0.174 0.372 0.721 1.079
beta4_pH[14,20,3] 0.968 0.360 0.268 0.958 1.716
beta4_pH[15,20,3] 0.867 0.154 0.552 0.867 1.181
beta4_pH[16,20,3] 0.808 0.323 0.214 0.798 1.504
beta4_pH[1,21,3] 0.702 0.220 0.260 0.702 1.144
beta4_pH[2,21,3] 0.761 0.100 0.571 0.761 0.970
beta4_pH[3,21,3] 0.830 0.155 0.540 0.823 1.163
beta4_pH[4,21,3] 0.649 0.188 0.294 0.647 1.027
beta4_pH[5,21,3] 0.901 0.995 -0.902 0.814 3.148
beta4_pH[6,21,3] 1.843 2.547 -2.498 1.559 8.144
beta4_pH[7,21,3] 1.181 1.393 -1.336 1.107 4.019
beta4_pH[8,21,3] 0.705 0.554 -0.429 0.689 1.863
beta4_pH[9,21,3] 1.025 1.234 -1.209 0.904 3.813
beta4_pH[10,21,3] 0.652 0.190 0.297 0.647 1.051
beta4_pH[11,21,3] 0.631 0.196 0.245 0.624 1.040
beta4_pH[12,21,3] 0.654 0.355 -0.001 0.629 1.421
beta4_pH[13,21,3] 0.717 0.173 0.374 0.719 1.053
beta4_pH[14,21,3] 0.988 0.357 0.294 0.970 1.739
beta4_pH[15,21,3] 0.868 0.153 0.569 0.869 1.178
beta4_pH[16,21,3] 0.799 0.319 0.199 0.791 1.490
beta4_pH[1,22,3] 0.696 0.220 0.257 0.691 1.154
beta4_pH[2,22,3] 0.750 0.102 0.550 0.751 0.956
beta4_pH[3,22,3] 0.779 0.152 0.474 0.777 1.084
beta4_pH[4,22,3] 0.583 0.189 0.195 0.587 0.944
beta4_pH[5,22,3] 0.936 0.963 -0.699 0.836 3.205
beta4_pH[6,22,3] 1.919 2.477 -2.219 1.598 7.728
beta4_pH[7,22,3] 1.174 1.340 -1.153 1.121 3.947
beta4_pH[8,22,3] 0.840 0.588 -0.177 0.785 2.209
beta4_pH[9,22,3] 1.058 1.249 -1.006 0.928 3.925
beta4_pH[10,22,3] 0.640 0.193 0.259 0.637 1.017
beta4_pH[11,22,3] 0.640 0.198 0.267 0.631 1.052
beta4_pH[12,22,3] 0.643 0.344 -0.040 0.630 1.348
beta4_pH[13,22,3] 0.715 0.176 0.366 0.713 1.073
beta4_pH[14,22,3] 0.986 0.363 0.319 0.964 1.775
beta4_pH[15,22,3] 0.864 0.150 0.571 0.863 1.164
beta4_pH[16,22,3] 0.805 0.324 0.173 0.792 1.474
beta4_pH[1,23,3] 0.747 0.219 0.345 0.738 1.218
beta4_pH[2,23,3] 0.764 0.101 0.562 0.762 0.961
beta4_pH[3,23,3] 0.813 0.150 0.517 0.809 1.120
beta4_pH[4,23,3] 0.641 0.185 0.281 0.639 1.006
beta4_pH[5,23,3] 0.902 1.051 -0.911 0.821 3.193
beta4_pH[6,23,3] 1.846 2.546 -2.698 1.519 8.357
beta4_pH[7,23,3] 1.257 1.315 -0.950 1.119 4.269
beta4_pH[8,23,3] 0.751 0.567 -0.302 0.731 1.963
beta4_pH[9,23,3] 1.063 1.238 -1.054 0.923 3.933
beta4_pH[10,23,3] 0.642 0.193 0.271 0.643 1.036
beta4_pH[11,23,3] 0.635 0.195 0.247 0.632 1.031
beta4_pH[12,23,3] 0.650 0.356 0.012 0.632 1.411
beta4_pH[13,23,3] 0.713 0.177 0.343 0.711 1.053
beta4_pH[14,23,3] 0.985 0.344 0.339 0.968 1.719
beta4_pH[15,23,3] 0.871 0.156 0.564 0.871 1.182
beta4_pH[16,23,3] 0.807 0.326 0.199 0.789 1.512
beta4_pH[1,24,3] 0.718 0.221 0.281 0.715 1.176
beta4_pH[2,24,3] 0.760 0.102 0.552 0.760 0.961
beta4_pH[3,24,3] 0.795 0.150 0.493 0.797 1.085
beta4_pH[4,24,3] 0.757 0.204 0.396 0.745 1.203
beta4_pH[5,24,3] 0.895 1.080 -0.876 0.799 3.248
beta4_pH[6,24,3] 1.946 2.645 -2.685 1.629 8.370
beta4_pH[7,24,3] 1.220 1.308 -0.927 1.093 4.309
beta4_pH[8,24,3] 0.885 0.586 -0.131 0.832 2.228
beta4_pH[9,24,3] 1.028 1.197 -1.062 0.910 3.862
beta4_pH[10,24,3] 0.651 0.197 0.263 0.647 1.043
beta4_pH[11,24,3] 0.724 0.186 0.377 0.710 1.119
beta4_pH[12,24,3] 0.647 0.351 -0.037 0.629 1.397
beta4_pH[13,24,3] 0.717 0.180 0.368 0.714 1.090
beta4_pH[14,24,3] 0.996 0.360 0.335 0.976 1.787
beta4_pH[15,24,3] 0.862 0.153 0.573 0.861 1.180
beta4_pH[16,24,3] 0.794 0.316 0.207 0.780 1.472
beta4_pH[1,25,3] 0.712 0.218 0.310 0.709 1.167
beta4_pH[2,25,3] 0.763 0.102 0.566 0.764 0.965
beta4_pH[3,25,3] 0.805 0.152 0.508 0.801 1.122
beta4_pH[4,25,3] 0.721 0.191 0.372 0.713 1.139
beta4_pH[5,25,3] 0.921 1.018 -0.866 0.817 3.324
beta4_pH[6,25,3] 1.880 2.512 -2.452 1.569 7.734
beta4_pH[7,25,3] 1.227 1.306 -1.076 1.121 4.071
beta4_pH[8,25,3] 0.824 0.578 -0.200 0.783 2.063
beta4_pH[9,25,3] 1.072 1.232 -1.028 0.938 3.900
beta4_pH[10,25,3] 0.617 0.193 0.221 0.617 1.004
beta4_pH[11,25,3] 0.588 0.176 0.232 0.586 0.943
beta4_pH[12,25,3] 0.652 0.337 0.051 0.626 1.403
beta4_pH[13,25,3] 0.719 0.171 0.399 0.712 1.076
beta4_pH[14,25,3] 0.977 0.358 0.282 0.967 1.715
beta4_pH[15,25,3] 0.866 0.155 0.562 0.866 1.172
beta4_pH[16,25,3] 0.807 0.323 0.191 0.793 1.490
beta4_pH[1,26,3] 0.703 0.218 0.268 0.700 1.151
beta4_pH[2,26,3] 0.763 0.102 0.563 0.761 0.980
beta4_pH[3,26,3] 0.795 0.153 0.492 0.795 1.104
beta4_pH[4,26,3] 0.745 0.196 0.401 0.734 1.171
beta4_pH[5,26,3] 0.907 1.028 -0.865 0.821 3.233
beta4_pH[6,26,3] 1.822 2.566 -2.892 1.555 7.789
beta4_pH[7,26,3] 1.260 1.278 -1.222 1.127 4.168
beta4_pH[8,26,3] 0.828 0.547 -0.182 0.796 1.985
beta4_pH[9,26,3] 1.048 1.223 -1.064 0.924 3.994
beta4_pH[10,26,3] 0.659 0.190 0.291 0.661 1.039
beta4_pH[11,26,3] 0.705 0.181 0.369 0.692 1.090
beta4_pH[12,26,3] 0.653 0.347 0.017 0.628 1.398
beta4_pH[13,26,3] 0.666 0.176 0.314 0.665 1.006
beta4_pH[14,26,3] 0.978 0.355 0.302 0.967 1.747
beta4_pH[15,26,3] 0.872 0.158 0.559 0.870 1.195
beta4_pH[16,26,3] 0.803 0.324 0.176 0.793 1.474
beta4_pH[1,27,3] 0.702 0.218 0.268 0.697 1.153
beta4_pH[2,27,3] 0.757 0.098 0.557 0.757 0.965
beta4_pH[3,27,3] 0.777 0.158 0.457 0.778 1.093
beta4_pH[4,27,3] 0.632 0.184 0.269 0.632 0.993
beta4_pH[5,27,3] 0.907 0.967 -0.816 0.821 3.219
beta4_pH[6,27,3] 1.927 2.432 -2.313 1.669 7.629
beta4_pH[7,27,3] 1.250 1.267 -0.990 1.110 4.149
beta4_pH[8,27,3] 0.960 0.594 -0.037 0.900 2.328
beta4_pH[9,27,3] 1.059 1.189 -0.997 0.925 3.872
beta4_pH[10,27,3] 0.620 0.190 0.237 0.621 0.998
beta4_pH[11,27,3] 0.671 0.173 0.350 0.663 1.042
beta4_pH[12,27,3] 0.645 0.347 0.003 0.620 1.416
beta4_pH[13,27,3] 0.748 0.169 0.423 0.741 1.104
beta4_pH[14,27,3] 0.993 0.350 0.330 0.980 1.732
beta4_pH[15,27,3] 0.933 0.153 0.659 0.924 1.267
beta4_pH[16,27,3] 0.995 0.300 0.498 0.959 1.690
beta4_pH[1,28,3] 0.736 0.216 0.320 0.725 1.194
beta4_pH[2,28,3] 0.761 0.102 0.556 0.761 0.970
beta4_pH[3,28,3] 0.791 0.150 0.489 0.792 1.091
beta4_pH[4,28,3] 0.681 0.181 0.332 0.676 1.056
beta4_pH[5,28,3] 0.821 1.050 -1.155 0.743 3.063
beta4_pH[6,28,3] 1.961 2.524 -2.441 1.579 8.295
beta4_pH[7,28,3] 1.170 1.364 -1.332 1.079 3.976
beta4_pH[8,28,3] 0.826 0.583 -0.236 0.791 2.055
beta4_pH[9,28,3] 1.032 1.169 -1.099 0.915 3.831
beta4_pH[10,28,3] 0.677 0.187 0.309 0.673 1.077
beta4_pH[11,28,3] 0.770 0.196 0.432 0.757 1.187
beta4_pH[12,28,3] 0.662 0.346 0.032 0.641 1.425
beta4_pH[13,28,3] 0.716 0.174 0.358 0.717 1.060
beta4_pH[14,28,3] 0.988 0.358 0.290 0.975 1.737
beta4_pH[15,28,3] 0.944 0.152 0.667 0.931 1.265
beta4_pH[16,28,3] 0.812 0.330 0.197 0.797 1.532
beta4_pH[1,29,3] 0.652 0.212 0.228 0.651 1.074
beta4_pH[2,29,3] 0.756 0.102 0.547 0.757 0.950
beta4_pH[3,29,3] 0.776 0.153 0.454 0.781 1.069
beta4_pH[4,29,3] 0.616 0.184 0.247 0.619 0.986
beta4_pH[5,29,3] 0.868 1.046 -1.057 0.786 3.114
beta4_pH[6,29,3] 1.811 2.548 -3.032 1.502 7.594
beta4_pH[7,29,3] 1.241 1.312 -0.999 1.111 4.352
beta4_pH[8,29,3] 0.819 0.565 -0.241 0.786 2.043
beta4_pH[9,29,3] 1.048 1.215 -0.940 0.925 3.727
beta4_pH[10,29,3] 0.687 0.194 0.323 0.677 1.090
beta4_pH[11,29,3] 0.637 0.199 0.241 0.634 1.052
beta4_pH[12,29,3] 0.654 0.351 0.005 0.637 1.406
beta4_pH[13,29,3] 0.749 0.166 0.427 0.747 1.090
beta4_pH[14,29,3] 0.885 0.316 0.267 0.882 1.522
beta4_pH[15,29,3] 0.998 0.162 0.715 0.984 1.357
beta4_pH[16,29,3] 0.805 0.324 0.216 0.790 1.492
beta4_pH[1,30,3] 0.624 0.212 0.198 0.631 1.034
beta4_pH[2,30,3] 0.753 0.103 0.548 0.752 0.965
beta4_pH[3,30,3] 0.793 0.152 0.490 0.794 1.097
beta4_pH[4,30,3] 0.722 0.189 0.376 0.715 1.114
beta4_pH[5,30,3] 0.853 1.045 -1.026 0.771 3.303
beta4_pH[6,30,3] 1.837 2.644 -2.890 1.517 8.279
beta4_pH[7,30,3] 1.307 1.336 -0.890 1.144 4.533
beta4_pH[8,30,3] 0.830 0.584 -0.243 0.785 2.150
beta4_pH[9,30,3] 1.015 1.198 -1.132 0.899 3.894
beta4_pH[10,30,3] 0.662 0.195 0.296 0.658 1.066
beta4_pH[11,30,3] 0.591 0.175 0.239 0.590 0.931
beta4_pH[12,30,3] 0.532 0.245 0.055 0.529 1.027
beta4_pH[13,30,3] 0.758 0.166 0.441 0.750 1.099
beta4_pH[14,30,3] 0.867 0.304 0.248 0.869 1.457
beta4_pH[15,30,3] 0.806 0.147 0.506 0.810 1.087
beta4_pH[16,30,3] 0.728 0.228 0.280 0.727 1.203
beta4_pH[1,31,3] 0.685 0.218 0.252 0.683 1.138
beta4_pH[2,31,3] 0.756 0.105 0.549 0.754 0.967
beta4_pH[3,31,3] 0.779 0.151 0.477 0.781 1.080
beta4_pH[4,31,3] 0.628 0.187 0.259 0.628 1.004
beta4_pH[5,31,3] 0.835 1.005 -1.068 0.785 2.982
beta4_pH[6,31,3] 1.819 2.538 -2.665 1.490 7.767
beta4_pH[7,31,3] 1.151 1.323 -1.122 1.067 3.822
beta4_pH[8,31,3] 0.834 0.563 -0.218 0.793 2.078
beta4_pH[9,31,3] 0.998 1.220 -1.091 0.904 3.727
beta4_pH[10,31,3] 0.673 0.188 0.314 0.667 1.071
beta4_pH[11,31,3] 0.538 0.174 0.178 0.538 0.881
beta4_pH[12,31,3] 0.786 0.332 0.259 0.741 1.556
beta4_pH[13,31,3] 0.753 0.169 0.429 0.745 1.107
beta4_pH[14,31,3] 1.127 0.341 0.514 1.099 1.868
beta4_pH[15,31,3] 0.800 0.141 0.513 0.803 1.073
beta4_pH[16,31,3] 0.513 0.227 0.040 0.517 0.950
beta4_pH[1,32,3] 0.711 0.216 0.293 0.706 1.173
beta4_pH[2,32,3] 0.764 0.101 0.570 0.761 0.964
beta4_pH[3,32,3] 0.772 0.150 0.480 0.769 1.070
beta4_pH[4,32,3] 0.727 0.195 0.353 0.718 1.126
beta4_pH[5,32,3] 0.936 1.041 -0.756 0.829 3.250
beta4_pH[6,32,3] 1.878 2.572 -2.653 1.577 7.926
beta4_pH[7,32,3] 1.190 1.287 -1.038 1.076 4.111
beta4_pH[8,32,3] 0.833 0.552 -0.174 0.809 2.025
beta4_pH[9,32,3] 1.048 1.199 -1.007 0.911 3.831
beta4_pH[10,32,3] 0.680 0.192 0.307 0.677 1.083
beta4_pH[11,32,3] 0.578 0.172 0.229 0.575 0.915
beta4_pH[12,32,3] 0.394 0.243 -0.100 0.399 0.866
beta4_pH[13,32,3] 0.707 0.166 0.375 0.706 1.050
beta4_pH[14,32,3] 1.146 0.353 0.531 1.118 1.900
beta4_pH[15,32,3] 0.838 0.151 0.531 0.837 1.135
beta4_pH[16,32,3] 0.795 0.231 0.353 0.789 1.261
beta4_pH[1,33,3] 0.627 0.214 0.199 0.631 1.055
beta4_pH[2,33,3] 0.756 0.099 0.555 0.757 0.957
beta4_pH[3,33,3] 0.783 0.153 0.479 0.782 1.088
beta4_pH[4,33,3] 0.649 0.183 0.291 0.649 1.026
beta4_pH[5,33,3] 0.882 1.036 -0.853 0.786 3.121
beta4_pH[6,33,3] 1.883 2.591 -2.798 1.532 8.044
beta4_pH[7,33,3] 1.266 1.296 -0.915 1.111 4.387
beta4_pH[8,33,3] 0.842 0.568 -0.202 0.795 2.144
beta4_pH[9,33,3] 1.031 1.203 -1.031 0.952 3.765
beta4_pH[10,33,3] 0.671 0.192 0.312 0.663 1.055
beta4_pH[11,33,3] 0.620 0.173 0.289 0.612 0.978
beta4_pH[12,33,3] 0.469 0.253 -0.029 0.467 0.986
beta4_pH[13,33,3] 0.728 0.166 0.408 0.720 1.072
beta4_pH[14,33,3] 0.961 0.310 0.360 0.951 1.605
beta4_pH[15,33,3] 0.859 0.147 0.562 0.858 1.152
beta4_pH[16,33,3] 0.724 0.220 0.298 0.720 1.173
beta4_pH[1,34,3] 0.699 0.213 0.290 0.694 1.139
beta4_pH[2,34,3] 0.754 0.100 0.550 0.755 0.958
beta4_pH[3,34,3] 0.782 0.146 0.490 0.784 1.075
beta4_pH[4,34,3] 0.707 0.187 0.352 0.703 1.081
beta4_pH[5,34,3] 0.866 1.021 -0.953 0.790 3.090
beta4_pH[6,34,3] 1.817 2.593 -2.622 1.482 8.248
beta4_pH[7,34,3] 1.217 1.305 -0.904 1.096 4.219
beta4_pH[8,34,3] 0.929 0.569 -0.048 0.869 2.171
beta4_pH[9,34,3] 1.057 1.176 -0.989 0.912 3.732
beta4_pH[10,34,3] 0.612 0.190 0.235 0.617 0.991
beta4_pH[11,34,3] 0.589 0.174 0.244 0.588 0.926
beta4_pH[12,34,3] 0.536 0.242 0.056 0.529 1.024
beta4_pH[13,34,3] 0.798 0.174 0.468 0.790 1.185
beta4_pH[14,34,3] 1.095 0.330 0.511 1.069 1.829
beta4_pH[15,34,3] 0.849 0.146 0.569 0.847 1.134
beta4_pH[16,34,3] 0.737 0.214 0.335 0.730 1.188
beta4_pH[1,35,3] 0.405 0.140 0.199 0.386 0.737
beta4_pH[2,35,3] 0.772 0.083 0.622 0.767 0.946
beta4_pH[3,35,3] 0.955 0.144 0.703 0.945 1.263
beta4_pH[4,35,3] 0.627 0.206 0.305 0.601 1.089
beta4_pH[5,35,3] 0.126 0.094 0.027 0.102 0.369
beta4_pH[6,35,3] 0.763 0.653 0.131 0.583 2.522
beta4_pH[7,35,3] 2.384 2.000 0.430 1.839 7.710
beta4_pH[8,35,3] 0.525 0.265 0.181 0.466 1.166
beta4_pH[9,35,3] 0.618 0.547 0.111 0.466 2.058
beta4_pH[10,35,3] 0.593 0.124 0.384 0.581 0.877
beta4_pH[11,35,3] 0.736 0.171 0.441 0.725 1.123
beta4_pH[12,35,3] 1.025 0.360 0.418 0.988 1.827
beta4_pH[13,35,3] 0.750 0.107 0.560 0.742 0.978
beta4_pH[14,35,3] 0.939 0.307 0.473 0.891 1.657
beta4_pH[15,35,3] 0.895 0.122 0.676 0.886 1.159
beta4_pH[16,35,3] 0.954 0.326 0.425 0.914 1.673
beta4_pH[1,36,3] 0.903 0.200 0.582 0.879 1.364
beta4_pH[2,36,3] 0.832 0.103 0.644 0.825 1.045
beta4_pH[3,36,3] 0.812 0.131 0.577 0.803 1.091
beta4_pH[4,36,3] 0.658 0.168 0.382 0.638 1.035
beta4_pH[5,36,3] 0.668 0.781 0.073 0.434 2.834
beta4_pH[6,36,3] 5.274 3.828 0.792 4.261 15.719
beta4_pH[7,36,3] 1.146 0.642 0.355 0.998 2.815
beta4_pH[8,36,3] 0.944 0.402 0.385 0.873 1.933
beta4_pH[9,36,3] 0.543 0.391 0.123 0.433 1.540
beta4_pH[10,36,3] 0.440 0.120 0.257 0.424 0.727
beta4_pH[11,36,3] 0.550 0.104 0.376 0.539 0.781
beta4_pH[12,36,3] 0.499 0.181 0.213 0.476 0.909
beta4_pH[13,36,3] 0.818 0.126 0.601 0.808 1.089
beta4_pH[14,36,3] 1.206 0.356 0.624 1.170 2.005
beta4_pH[15,36,3] 1.024 0.151 0.764 1.012 1.344
beta4_pH[16,36,3] 0.920 0.320 0.449 0.871 1.697
beta4_pH[1,37,3] 0.753 0.176 0.471 0.734 1.140
beta4_pH[2,37,3] 0.757 0.082 0.608 0.753 0.924
beta4_pH[3,37,3] 0.856 0.120 0.642 0.847 1.107
beta4_pH[4,37,3] 0.634 0.163 0.367 0.616 0.993
beta4_pH[5,37,3] 1.037 1.051 0.123 0.684 3.941
beta4_pH[6,37,3] 2.061 1.924 0.280 1.451 7.293
beta4_pH[7,37,3] 1.244 0.817 0.304 1.038 3.308
beta4_pH[8,37,3] 0.979 0.414 0.418 0.900 1.970
beta4_pH[9,37,3] 1.715 1.718 0.207 1.187 6.248
beta4_pH[10,37,3] 0.703 0.135 0.471 0.690 1.002
beta4_pH[11,37,3] 0.806 0.151 0.549 0.793 1.128
beta4_pH[12,37,3] 0.662 0.377 0.194 0.576 1.611
beta4_pH[13,37,3] 0.646 0.096 0.474 0.640 0.853
beta4_pH[14,37,3] 1.061 0.326 0.529 1.021 1.775
beta4_pH[15,37,3] 0.696 0.101 0.519 0.688 0.927
beta4_pH[16,37,3] 0.595 0.176 0.325 0.569 0.996
beta4_pH[1,38,3] 0.751 0.164 0.483 0.732 1.130
beta4_pH[2,38,3] 0.700 0.078 0.558 0.698 0.859
beta4_pH[3,38,3] 0.812 0.131 0.581 0.800 1.104
beta4_pH[4,38,3] 0.757 0.168 0.476 0.738 1.140
beta4_pH[5,38,3] 0.503 0.408 0.098 0.397 1.484
beta4_pH[6,38,3] 1.673 1.894 0.153 1.045 7.237
beta4_pH[7,38,3] 0.502 0.294 0.148 0.434 1.322
beta4_pH[8,38,3] 0.760 0.299 0.342 0.708 1.455
beta4_pH[9,38,3] 1.528 1.020 0.370 1.261 4.228
beta4_pH[10,38,3] 0.686 0.145 0.436 0.672 1.008
beta4_pH[11,38,3] 0.510 0.122 0.310 0.497 0.794
beta4_pH[12,38,3] 0.650 0.373 0.183 0.567 1.586
beta4_pH[13,38,3] 0.904 0.162 0.622 0.891 1.250
beta4_pH[14,38,3] 1.191 0.380 0.588 1.144 2.080
beta4_pH[15,38,3] 0.842 0.093 0.669 0.840 1.032
beta4_pH[16,38,3] 0.857 0.243 0.443 0.835 1.390
beta4_pH[1,39,3] 0.702 0.141 0.466 0.688 1.007
beta4_pH[2,39,3] 0.837 0.094 0.670 0.830 1.035
beta4_pH[3,39,3] 0.804 0.108 0.607 0.799 1.029
beta4_pH[4,39,3] 0.671 0.180 0.376 0.651 1.068
beta4_pH[5,39,3] 1.100 1.193 0.123 0.734 4.142
beta4_pH[6,39,3] 0.469 0.583 0.036 0.282 2.041
beta4_pH[7,39,3] 1.873 1.679 0.307 1.376 6.179
beta4_pH[8,39,3] 1.283 0.665 0.415 1.137 2.938
beta4_pH[9,39,3] 2.006 1.631 0.391 1.549 6.234
beta4_pH[10,39,3] 0.667 0.165 0.391 0.654 1.038
beta4_pH[11,39,3] 0.687 0.159 0.424 0.673 1.038
beta4_pH[12,39,3] 0.680 0.365 0.214 0.599 1.576
beta4_pH[13,39,3] 0.735 0.117 0.526 0.726 0.982
beta4_pH[14,39,3] 0.929 0.296 0.456 0.888 1.602
beta4_pH[15,39,3] 0.993 0.108 0.796 0.987 1.224
beta4_pH[16,39,3] 0.879 0.246 0.457 0.856 1.432
beta4_pH[1,40,3] 0.726 0.120 0.516 0.716 0.985
beta4_pH[2,40,3] 0.746 0.084 0.596 0.742 0.924
beta4_pH[3,40,3] 0.869 0.126 0.647 0.859 1.147
beta4_pH[4,40,3] 0.768 0.160 0.492 0.753 1.115
beta4_pH[5,40,3] 0.315 0.213 0.073 0.261 0.842
beta4_pH[6,40,3] 1.952 2.019 0.228 1.266 7.729
beta4_pH[7,40,3] 1.578 1.440 0.269 1.173 5.112
beta4_pH[8,40,3] 0.375 0.300 0.074 0.291 1.155
beta4_pH[9,40,3] 0.518 0.529 0.071 0.356 1.977
beta4_pH[10,40,3] 0.802 0.200 0.474 0.779 1.260
beta4_pH[11,40,3] 0.454 0.106 0.278 0.445 0.687
beta4_pH[12,40,3] 0.571 0.309 0.175 0.499 1.365
beta4_pH[13,40,3] 0.804 0.118 0.600 0.797 1.057
beta4_pH[14,40,3] 0.783 0.243 0.398 0.756 1.342
beta4_pH[15,40,3] 0.836 0.094 0.666 0.830 1.034
beta4_pH[16,40,3] 1.000 0.365 0.459 0.948 1.849
beta4_pH[1,41,3] 0.601 0.127 0.388 0.585 0.884
beta4_pH[2,41,3] 0.763 0.097 0.590 0.758 0.968
beta4_pH[3,41,3] 0.819 0.125 0.595 0.808 1.086
beta4_pH[4,41,3] 0.652 0.211 0.311 0.628 1.117
beta4_pH[5,41,3] 1.410 0.782 0.445 1.235 3.363
beta4_pH[6,41,3] 2.798 2.757 0.282 1.888 10.173
beta4_pH[7,41,3] 0.829 0.509 0.244 0.706 2.110
beta4_pH[8,41,3] 1.243 0.784 0.343 1.053 3.288
beta4_pH[9,41,3] 0.509 0.592 0.059 0.338 2.043
beta4_pH[10,41,3] 0.688 0.138 0.450 0.671 0.989
beta4_pH[11,41,3] 0.770 0.191 0.458 0.751 1.185
beta4_pH[12,41,3] 0.595 0.203 0.283 0.566 1.065
beta4_pH[13,41,3] 0.693 0.104 0.514 0.684 0.923
beta4_pH[14,41,3] 1.007 0.289 0.563 0.970 1.672
beta4_pH[15,41,3] 0.770 0.097 0.600 0.766 0.973
beta4_pH[16,41,3] 0.765 0.225 0.380 0.744 1.249
beta4_pH[1,42,3] 0.680 0.143 0.446 0.666 1.011
beta4_pH[2,42,3] 0.759 0.091 0.594 0.755 0.957
beta4_pH[3,42,3] 0.735 0.132 0.509 0.722 1.027
beta4_pH[4,42,3] 0.787 0.203 0.456 0.766 1.238
beta4_pH[5,42,3] 1.371 1.372 0.158 0.949 5.200
beta4_pH[6,42,3] 0.339 0.275 0.067 0.263 1.080
beta4_pH[7,42,3] 0.949 0.614 0.256 0.791 2.580
beta4_pH[8,42,3] 0.772 0.337 0.311 0.703 1.598
beta4_pH[9,42,3] 0.795 0.579 0.162 0.650 2.323
beta4_pH[10,42,3] 0.818 0.169 0.537 0.803 1.195
beta4_pH[11,42,3] 0.615 0.131 0.398 0.601 0.905
beta4_pH[12,42,3] 0.652 0.236 0.293 0.619 1.205
beta4_pH[13,42,3] 0.522 0.152 0.278 0.501 0.858
beta4_pH[14,42,3] 0.794 0.243 0.422 0.763 1.354
beta4_pH[15,42,3] 0.915 0.092 0.752 0.908 1.111
beta4_pH[16,42,3] 0.503 0.144 0.275 0.487 0.841
beta4_pH[1,43,3] 0.819 0.202 0.493 0.791 1.287
beta4_pH[2,43,3] 0.736 0.077 0.593 0.733 0.890
beta4_pH[3,43,3] 0.643 0.088 0.485 0.637 0.830
beta4_pH[4,43,3] 0.628 0.162 0.351 0.616 0.985
beta4_pH[5,43,3] 1.592 0.741 0.608 1.451 3.411
beta4_pH[6,43,3] 1.175 0.939 0.238 0.925 3.682
beta4_pH[7,43,3] 0.718 0.619 0.133 0.557 2.224
beta4_pH[8,43,3] 0.542 0.231 0.216 0.498 1.102
beta4_pH[9,43,3] 1.132 1.033 0.180 0.821 3.873
beta4_pH[10,43,3] 0.630 0.127 0.411 0.619 0.910
beta4_pH[11,43,3] 0.616 0.126 0.407 0.605 0.899
beta4_pH[12,43,3] 0.529 0.215 0.228 0.490 1.054
beta4_pH[13,43,3] 0.587 0.113 0.394 0.576 0.837
beta4_pH[14,43,3] 0.956 0.290 0.523 0.912 1.654
beta4_pH[15,43,3] 0.827 0.100 0.648 0.821 1.033
beta4_pH[16,43,3] 0.751 0.252 0.396 0.707 1.374
beta4_pH[1,44,3] 0.525 0.128 0.315 0.509 0.809
beta4_pH[2,44,3] 0.694 0.077 0.557 0.689 0.861
beta4_pH[3,44,3] 0.624 0.096 0.453 0.618 0.833
beta4_pH[4,44,3] 0.763 0.176 0.472 0.748 1.144
beta4_pH[5,44,3] 1.221 0.589 0.451 1.087 2.724
beta4_pH[6,44,3] 1.237 1.419 0.139 0.785 4.905
beta4_pH[7,44,3] 1.163 0.651 0.354 1.024 2.810
beta4_pH[8,44,3] 0.469 0.303 0.121 0.395 1.267
beta4_pH[9,44,3] 0.983 0.847 0.164 0.723 3.318
beta4_pH[10,44,3] 0.573 0.132 0.351 0.560 0.873
beta4_pH[11,44,3] 0.355 0.122 0.173 0.336 0.645
beta4_pH[12,44,3] 0.626 0.261 0.240 0.586 1.256
beta4_pH[13,44,3] 0.543 0.100 0.372 0.535 0.764
beta4_pH[14,44,3] 0.677 0.181 0.391 0.654 1.105
beta4_pH[15,44,3] 0.651 0.087 0.499 0.643 0.839
beta4_pH[16,44,3] 0.380 0.156 0.159 0.354 0.750
beta4_pH[1,45,3] 0.811 0.194 0.492 0.794 1.241
beta4_pH[2,45,3] 0.690 0.084 0.534 0.687 0.867
beta4_pH[3,45,3] 0.736 0.131 0.515 0.723 1.025
beta4_pH[4,45,3] 0.700 0.167 0.428 0.688 1.076
beta4_pH[5,45,3] 1.036 1.223 0.103 0.662 4.226
beta4_pH[6,45,3] 1.204 1.144 0.182 0.891 4.123
beta4_pH[7,45,3] 0.705 0.590 0.126 0.528 2.191
beta4_pH[8,45,3] 1.170 0.516 0.487 1.077 2.422
beta4_pH[9,45,3] 0.130 0.182 0.011 0.076 0.587
beta4_pH[10,45,3] 0.910 0.214 0.562 0.888 1.406
beta4_pH[11,45,3] 0.474 0.104 0.301 0.464 0.710
beta4_pH[12,45,3] 0.772 0.268 0.349 0.731 1.388
beta4_pH[13,45,3] 0.462 0.076 0.333 0.456 0.629
beta4_pH[14,45,3] 0.744 0.171 0.460 0.724 1.123
beta4_pH[15,45,3] 0.513 0.072 0.385 0.510 0.667
beta4_pH[16,45,3] 0.235 0.133 0.073 0.204 0.576
beta4_pH[1,46,3] 0.775 0.154 0.521 0.759 1.126
beta4_pH[2,46,3] 0.680 0.094 0.514 0.673 0.878
beta4_pH[3,46,3] 0.737 0.111 0.546 0.730 0.977
beta4_pH[4,46,3] 0.664 0.216 0.340 0.631 1.192
beta4_pH[5,46,3] 1.086 0.575 0.369 0.960 2.505
beta4_pH[6,46,3] 1.433 1.765 0.124 0.879 6.052
beta4_pH[7,46,3] 1.738 1.325 0.377 1.394 5.507
beta4_pH[8,46,3] 0.798 0.308 0.343 0.751 1.535
beta4_pH[9,46,3] 1.650 1.718 0.222 1.143 6.174
beta4_pH[10,46,3] 0.641 0.163 0.380 0.625 1.017
beta4_pH[11,46,3] 0.703 0.158 0.440 0.685 1.052
beta4_pH[12,46,3] 0.630 0.216 0.294 0.602 1.120
beta4_pH[13,46,3] 0.591 0.174 0.318 0.567 1.005
beta4_pH[14,46,3] 1.017 0.361 0.474 0.964 1.860
beta4_pH[15,46,3] 0.622 0.077 0.485 0.618 0.791
beta4_pH[16,46,3] 0.698 0.316 0.280 0.632 1.479
beta4_pH[1,47,3] 0.641 0.149 0.398 0.622 0.981
beta4_pH[2,47,3] 0.739 0.105 0.555 0.730 0.964
beta4_pH[3,47,3] 0.755 0.112 0.560 0.746 0.995
beta4_pH[4,47,3] 0.532 0.204 0.234 0.498 1.020
beta4_pH[5,47,3] 0.118 0.093 0.025 0.093 0.376
beta4_pH[6,47,3] 0.181 0.120 0.042 0.152 0.498
beta4_pH[7,47,3] 0.469 0.405 0.079 0.350 1.607
beta4_pH[8,47,3] 0.926 0.603 0.234 0.762 2.444
beta4_pH[9,47,3] 0.473 0.636 0.040 0.289 1.999
beta4_pH[10,47,3] 0.652 0.177 0.370 0.630 1.055
beta4_pH[11,47,3] 0.589 0.117 0.381 0.577 0.841
beta4_pH[12,47,3] 0.746 0.255 0.346 0.717 1.335
beta4_pH[13,47,3] 0.681 0.116 0.485 0.671 0.937
beta4_pH[14,47,3] 0.905 0.345 0.409 0.840 1.714
beta4_pH[15,47,3] 0.706 0.118 0.504 0.697 0.962
beta4_pH[16,47,3] 0.669 0.256 0.300 0.634 1.294
beta4_pH[1,1,4] 0.709 0.223 0.260 0.708 1.151
beta4_pH[2,1,4] 0.787 0.110 0.571 0.785 1.016
beta4_pH[3,1,4] 0.869 0.181 0.510 0.866 1.241
beta4_pH[4,1,4] 0.821 0.304 0.216 0.810 1.457
beta4_pH[5,1,4] 0.919 1.062 -0.887 0.804 3.223
beta4_pH[6,1,4] 1.955 2.948 -3.386 1.602 8.960
beta4_pH[7,1,4] 1.250 1.240 -0.864 1.107 4.085
beta4_pH[8,1,4] 0.824 0.585 -0.271 0.780 2.126
beta4_pH[9,1,4] 1.063 1.241 -0.946 0.924 3.783
beta4_pH[10,1,4] 0.743 0.234 0.310 0.739 1.236
beta4_pH[11,1,4] 0.646 0.191 0.294 0.640 1.046
beta4_pH[12,1,4] 0.662 0.399 -0.058 0.641 1.539
beta4_pH[13,1,4] 0.741 0.178 0.392 0.739 1.102
beta4_pH[14,1,4] 1.009 0.345 0.339 1.002 1.719
beta4_pH[15,1,4] 0.878 0.154 0.580 0.875 1.199
beta4_pH[16,1,4] 0.828 0.310 0.231 0.817 1.492
beta4_pH[1,2,4] 0.709 0.217 0.283 0.704 1.155
beta4_pH[2,2,4] 0.786 0.110 0.568 0.783 1.011
beta4_pH[3,2,4] 0.867 0.176 0.533 0.866 1.233
beta4_pH[4,2,4] 0.826 0.305 0.279 0.806 1.477
beta4_pH[5,2,4] 0.898 1.078 -0.991 0.803 3.275
beta4_pH[6,2,4] 1.944 2.977 -3.641 1.582 9.250
beta4_pH[7,2,4] 1.207 1.239 -0.972 1.080 4.087
beta4_pH[8,2,4] 0.840 0.574 -0.160 0.793 2.033
beta4_pH[9,2,4] 1.091 1.231 -0.993 0.960 3.916
beta4_pH[10,2,4] 0.736 0.232 0.293 0.727 1.204
beta4_pH[11,2,4] 0.643 0.189 0.284 0.635 1.033
beta4_pH[12,2,4] 0.643 0.395 -0.095 0.621 1.526
beta4_pH[13,2,4] 0.737 0.185 0.382 0.740 1.111
beta4_pH[14,2,4] 1.008 0.344 0.361 0.997 1.739
beta4_pH[15,2,4] 0.879 0.155 0.578 0.876 1.200
beta4_pH[16,2,4] 0.832 0.303 0.271 0.814 1.474
beta4_pH[1,3,4] 0.705 0.220 0.268 0.706 1.152
beta4_pH[2,3,4] 0.787 0.113 0.568 0.783 1.018
beta4_pH[3,3,4] 0.867 0.178 0.535 0.865 1.237
beta4_pH[4,3,4] 0.827 0.307 0.240 0.817 1.480
beta4_pH[5,3,4] 0.910 1.078 -0.876 0.799 3.394
beta4_pH[6,3,4] 1.949 2.864 -3.164 1.599 8.659
beta4_pH[7,3,4] 1.223 1.233 -0.925 1.086 4.286
beta4_pH[8,3,4] 0.821 0.583 -0.282 0.789 2.121
beta4_pH[9,3,4] 1.052 1.260 -1.249 0.938 3.971
beta4_pH[10,3,4] 0.736 0.231 0.301 0.728 1.237
beta4_pH[11,3,4] 0.648 0.191 0.285 0.636 1.040
beta4_pH[12,3,4] 0.653 0.397 -0.093 0.631 1.518
beta4_pH[13,3,4] 0.741 0.180 0.399 0.739 1.113
beta4_pH[14,3,4] 1.006 0.342 0.339 0.995 1.722
beta4_pH[15,3,4] 0.875 0.157 0.581 0.868 1.198
beta4_pH[16,3,4] 0.813 0.304 0.238 0.806 1.454
beta4_pH[1,4,4] 0.715 0.218 0.301 0.715 1.154
beta4_pH[2,4,4] 0.787 0.109 0.573 0.786 1.010
beta4_pH[3,4,4] 0.865 0.181 0.514 0.862 1.232
beta4_pH[4,4,4] 0.822 0.303 0.247 0.807 1.458
beta4_pH[5,4,4] 0.904 1.056 -0.891 0.820 3.217
beta4_pH[6,4,4] 1.922 2.904 -3.334 1.590 8.542
beta4_pH[7,4,4] 1.265 1.274 -0.794 1.116 4.222
beta4_pH[8,4,4] 0.835 0.596 -0.255 0.797 2.158
beta4_pH[9,4,4] 1.082 1.256 -0.969 0.958 3.913
beta4_pH[10,4,4] 0.741 0.241 0.282 0.732 1.233
beta4_pH[11,4,4] 0.653 0.184 0.283 0.649 1.022
beta4_pH[12,4,4] 0.650 0.400 -0.087 0.621 1.504
beta4_pH[13,4,4] 0.736 0.182 0.370 0.734 1.087
beta4_pH[14,4,4] 0.995 0.342 0.344 0.992 1.707
beta4_pH[15,4,4] 0.880 0.160 0.567 0.878 1.204
beta4_pH[16,4,4] 0.825 0.308 0.248 0.812 1.501
beta4_pH[1,5,4] 0.711 0.214 0.297 0.706 1.155
beta4_pH[2,5,4] 0.787 0.111 0.574 0.785 1.025
beta4_pH[3,5,4] 0.866 0.182 0.529 0.858 1.246
beta4_pH[4,5,4] 0.831 0.312 0.259 0.809 1.501
beta4_pH[5,5,4] 0.943 1.125 -0.942 0.851 3.379
beta4_pH[6,5,4] 1.983 3.072 -3.476 1.665 9.135
beta4_pH[7,5,4] 1.262 1.236 -0.777 1.125 4.224
beta4_pH[8,5,4] 0.832 0.575 -0.257 0.794 2.114
beta4_pH[9,5,4] 1.065 1.228 -0.995 0.912 4.022
beta4_pH[10,5,4] 0.741 0.230 0.324 0.731 1.221
beta4_pH[11,5,4] 0.646 0.192 0.288 0.636 1.046
beta4_pH[12,5,4] 0.643 0.399 -0.083 0.617 1.538
beta4_pH[13,5,4] 0.738 0.176 0.388 0.734 1.088
beta4_pH[14,5,4] 1.010 0.338 0.348 1.005 1.717
beta4_pH[15,5,4] 0.882 0.151 0.591 0.878 1.191
beta4_pH[16,5,4] 0.833 0.305 0.268 0.814 1.509
beta4_pH[1,6,4] 0.706 0.216 0.288 0.706 1.147
beta4_pH[2,6,4] 0.789 0.112 0.576 0.784 1.022
beta4_pH[3,6,4] 0.866 0.182 0.517 0.862 1.249
beta4_pH[4,6,4] 0.829 0.303 0.255 0.811 1.468
beta4_pH[5,6,4] 0.900 1.070 -0.892 0.770 3.338
beta4_pH[6,6,4] 2.003 3.042 -3.479 1.606 9.543
beta4_pH[7,6,4] 1.254 1.290 -0.947 1.091 4.307
beta4_pH[8,6,4] 0.844 0.582 -0.215 0.792 2.142
beta4_pH[9,6,4] 1.065 1.231 -1.218 0.939 3.880
beta4_pH[10,6,4] 0.733 0.229 0.284 0.729 1.198
beta4_pH[11,6,4] 0.642 0.194 0.264 0.633 1.044
beta4_pH[12,6,4] 0.648 0.397 -0.097 0.627 1.478
beta4_pH[13,6,4] 0.739 0.182 0.373 0.736 1.107
beta4_pH[14,6,4] 0.994 0.341 0.326 0.987 1.703
beta4_pH[15,6,4] 0.880 0.152 0.582 0.877 1.186
beta4_pH[16,6,4] 0.827 0.308 0.254 0.812 1.483
beta4_pH[1,7,4] 0.709 0.221 0.286 0.700 1.170
beta4_pH[2,7,4] 0.786 0.112 0.570 0.785 1.016
beta4_pH[3,7,4] 0.871 0.182 0.519 0.867 1.250
beta4_pH[4,7,4] 0.830 0.310 0.232 0.824 1.468
beta4_pH[5,7,4] 0.933 1.067 -0.918 0.830 3.545
beta4_pH[6,7,4] 1.947 2.815 -3.342 1.665 8.450
beta4_pH[7,7,4] 1.236 1.280 -0.944 1.080 4.167
beta4_pH[8,7,4] 0.847 0.577 -0.183 0.804 2.146
beta4_pH[9,7,4] 1.048 1.242 -1.153 0.930 3.733
beta4_pH[10,7,4] 0.729 0.244 0.262 0.725 1.232
beta4_pH[11,7,4] 0.643 0.192 0.267 0.632 1.046
beta4_pH[12,7,4] 0.658 0.397 -0.106 0.641 1.510
beta4_pH[13,7,4] 0.742 0.182 0.386 0.741 1.113
beta4_pH[14,7,4] 1.007 0.342 0.328 0.992 1.710
beta4_pH[15,7,4] 0.879 0.154 0.583 0.876 1.188
beta4_pH[16,7,4] 0.827 0.305 0.257 0.817 1.473
beta4_pH[1,8,4] 0.707 0.221 0.287 0.703 1.187
beta4_pH[2,8,4] 0.786 0.111 0.576 0.782 1.020
beta4_pH[3,8,4] 0.872 0.179 0.528 0.866 1.232
beta4_pH[4,8,4] 0.827 0.300 0.259 0.818 1.473
beta4_pH[5,8,4] 0.890 1.114 -1.020 0.799 3.298
beta4_pH[6,8,4] 1.955 2.988 -3.659 1.608 9.287
beta4_pH[7,8,4] 1.249 1.249 -0.974 1.122 4.177
beta4_pH[8,8,4] 0.841 0.607 -0.236 0.794 2.207
beta4_pH[9,8,4] 1.039 1.209 -1.130 0.928 3.796
beta4_pH[10,8,4] 0.738 0.232 0.294 0.731 1.242
beta4_pH[11,8,4] 0.643 0.186 0.284 0.639 1.018
beta4_pH[12,8,4] 0.646 0.393 -0.092 0.622 1.472
beta4_pH[13,8,4] 0.738 0.181 0.377 0.737 1.099
beta4_pH[14,8,4] 1.004 0.338 0.351 0.996 1.683
beta4_pH[15,8,4] 0.875 0.154 0.564 0.875 1.182
beta4_pH[16,8,4] 0.825 0.299 0.277 0.815 1.450
beta4_pH[1,9,4] 0.707 0.218 0.274 0.701 1.143
beta4_pH[2,9,4] 0.789 0.108 0.581 0.787 1.008
beta4_pH[3,9,4] 0.868 0.182 0.526 0.862 1.266
beta4_pH[4,9,4] 0.825 0.299 0.273 0.805 1.490
beta4_pH[5,9,4] 0.941 1.108 -0.838 0.829 3.263
beta4_pH[6,9,4] 1.986 2.855 -3.307 1.663 8.621
beta4_pH[7,9,4] 1.204 1.218 -1.038 1.099 4.022
beta4_pH[8,9,4] 0.835 0.581 -0.220 0.797 2.097
beta4_pH[9,9,4] 1.037 1.258 -1.180 0.935 3.827
beta4_pH[10,9,4] 0.734 0.233 0.283 0.732 1.225
beta4_pH[11,9,4] 0.647 0.194 0.276 0.641 1.051
beta4_pH[12,9,4] 0.650 0.395 -0.070 0.622 1.548
beta4_pH[13,9,4] 0.738 0.179 0.386 0.736 1.109
beta4_pH[14,9,4] 0.996 0.352 0.310 0.984 1.728
beta4_pH[15,9,4] 0.875 0.154 0.573 0.872 1.192
beta4_pH[16,9,4] 0.830 0.306 0.247 0.816 1.485
beta4_pH[1,10,4] 0.714 0.216 0.270 0.710 1.169
beta4_pH[2,10,4] 0.785 0.109 0.564 0.785 0.995
beta4_pH[3,10,4] 0.867 0.179 0.519 0.865 1.238
beta4_pH[4,10,4] 0.823 0.303 0.275 0.803 1.435
beta4_pH[5,10,4] 0.904 1.033 -0.946 0.824 3.216
beta4_pH[6,10,4] 1.952 2.952 -3.536 1.601 8.563
beta4_pH[7,10,4] 1.242 1.270 -1.008 1.128 4.163
beta4_pH[8,10,4] 0.850 0.566 -0.133 0.805 2.075
beta4_pH[9,10,4] 1.054 1.205 -0.973 0.910 3.824
beta4_pH[10,10,4] 0.743 0.236 0.301 0.738 1.232
beta4_pH[11,10,4] 0.649 0.194 0.265 0.649 1.063
beta4_pH[12,10,4] 0.659 0.399 -0.064 0.634 1.516
beta4_pH[13,10,4] 0.739 0.182 0.365 0.738 1.110
beta4_pH[14,10,4] 1.003 0.352 0.315 0.992 1.725
beta4_pH[15,10,4] 0.876 0.159 0.565 0.876 1.188
beta4_pH[16,10,4] 0.826 0.300 0.289 0.809 1.448
beta4_pH[1,11,4] 0.717 0.220 0.293 0.708 1.173
beta4_pH[2,11,4] 0.787 0.112 0.569 0.787 1.012
beta4_pH[3,11,4] 0.872 0.175 0.533 0.870 1.230
beta4_pH[4,11,4] 0.824 0.300 0.254 0.810 1.443
beta4_pH[5,11,4] 0.927 1.104 -0.866 0.803 3.338
beta4_pH[6,11,4] 1.962 2.877 -3.409 1.609 8.806
beta4_pH[7,11,4] 1.238 1.258 -0.902 1.152 3.894
beta4_pH[8,11,4] 0.862 0.591 -0.201 0.819 2.157
beta4_pH[9,11,4] 1.075 1.243 -0.911 0.944 3.799
beta4_pH[10,11,4] 0.736 0.234 0.284 0.729 1.231
beta4_pH[11,11,4] 0.652 0.185 0.295 0.646 1.030
beta4_pH[12,11,4] 0.651 0.389 -0.057 0.622 1.471
beta4_pH[13,11,4] 0.738 0.181 0.373 0.739 1.087
beta4_pH[14,11,4] 1.006 0.331 0.340 1.001 1.679
beta4_pH[15,11,4] 0.881 0.153 0.574 0.878 1.189
beta4_pH[16,11,4] 0.827 0.314 0.231 0.816 1.511
beta4_pH[1,12,4] 0.711 0.223 0.281 0.704 1.174
beta4_pH[2,12,4] 0.787 0.110 0.580 0.784 1.014
beta4_pH[3,12,4] 0.865 0.181 0.518 0.858 1.240
beta4_pH[4,12,4] 0.831 0.301 0.281 0.810 1.466
beta4_pH[5,12,4] 0.928 1.159 -0.931 0.818 3.345
beta4_pH[6,12,4] 1.900 2.921 -3.696 1.570 9.198
beta4_pH[7,12,4] 1.250 1.294 -0.944 1.106 4.325
beta4_pH[8,12,4] 0.846 0.596 -0.218 0.798 2.132
beta4_pH[9,12,4] 1.038 1.222 -1.104 0.906 3.963
beta4_pH[10,12,4] 0.744 0.230 0.293 0.737 1.224
beta4_pH[11,12,4] 0.649 0.192 0.289 0.644 1.050
beta4_pH[12,12,4] 0.645 0.396 -0.067 0.627 1.513
beta4_pH[13,12,4] 0.741 0.179 0.375 0.739 1.110
beta4_pH[14,12,4] 0.996 0.343 0.340 0.979 1.716
beta4_pH[15,12,4] 0.876 0.152 0.581 0.876 1.183
beta4_pH[16,12,4] 0.837 0.300 0.265 0.821 1.497
beta4_pH[1,13,4] 0.707 0.220 0.284 0.701 1.153
beta4_pH[2,13,4] 0.785 0.109 0.577 0.787 1.008
beta4_pH[3,13,4] 0.874 0.179 0.529 0.871 1.248
beta4_pH[4,13,4] 0.825 0.302 0.273 0.810 1.475
beta4_pH[5,13,4] 0.917 1.058 -0.935 0.828 3.238
beta4_pH[6,13,4] 2.014 2.942 -3.516 1.691 9.171
beta4_pH[7,13,4] 1.236 1.215 -0.919 1.122 4.096
beta4_pH[8,13,4] 0.829 0.570 -0.219 0.785 2.091
beta4_pH[9,13,4] 1.077 1.260 -1.173 0.943 3.974
beta4_pH[10,13,4] 0.734 0.227 0.301 0.726 1.191
beta4_pH[11,13,4] 0.641 0.193 0.268 0.636 1.043
beta4_pH[12,13,4] 0.652 0.402 -0.089 0.626 1.523
beta4_pH[13,13,4] 0.742 0.180 0.393 0.745 1.104
beta4_pH[14,13,4] 1.013 0.339 0.400 1.000 1.732
beta4_pH[15,13,4] 0.877 0.155 0.567 0.878 1.174
beta4_pH[16,13,4] 0.826 0.305 0.244 0.812 1.463
beta4_pH[1,14,4] 0.709 0.223 0.293 0.706 1.169
beta4_pH[2,14,4] 0.789 0.107 0.583 0.784 1.008
beta4_pH[3,14,4] 0.869 0.179 0.520 0.864 1.241
beta4_pH[4,14,4] 0.818 0.310 0.232 0.799 1.491
beta4_pH[5,14,4] 0.922 1.141 -0.939 0.826 3.302
beta4_pH[6,14,4] 1.850 2.853 -3.593 1.582 8.324
beta4_pH[7,14,4] 1.243 1.339 -0.996 1.104 4.238
beta4_pH[8,14,4] 0.825 0.586 -0.214 0.785 2.141
beta4_pH[9,14,4] 1.032 1.290 -1.171 0.901 3.914
beta4_pH[10,14,4] 0.731 0.239 0.284 0.723 1.223
beta4_pH[11,14,4] 0.643 0.189 0.271 0.640 1.038
beta4_pH[12,14,4] 0.655 0.397 -0.094 0.627 1.517
beta4_pH[13,14,4] 0.746 0.181 0.384 0.742 1.114
beta4_pH[14,14,4] 1.003 0.340 0.349 0.996 1.707
beta4_pH[15,14,4] 0.870 0.156 0.570 0.867 1.201
beta4_pH[16,14,4] 0.829 0.295 0.261 0.817 1.448
beta4_pH[1,15,4] 0.710 0.223 0.270 0.705 1.175
beta4_pH[2,15,4] 0.788 0.111 0.572 0.784 1.021
beta4_pH[3,15,4] 0.866 0.180 0.513 0.864 1.237
beta4_pH[4,15,4] 0.823 0.313 0.233 0.808 1.471
beta4_pH[5,15,4] 0.918 1.082 -0.912 0.829 3.373
beta4_pH[6,15,4] 1.921 2.920 -3.496 1.609 8.429
beta4_pH[7,15,4] 1.252 1.260 -0.972 1.094 4.131
beta4_pH[8,15,4] 0.839 0.589 -0.284 0.797 2.181
beta4_pH[9,15,4] 1.063 1.271 -1.107 0.947 4.052
beta4_pH[10,15,4] 0.737 0.240 0.298 0.732 1.231
beta4_pH[11,15,4] 0.643 0.195 0.262 0.636 1.039
beta4_pH[12,15,4] 0.645 0.384 -0.067 0.621 1.491
beta4_pH[13,15,4] 0.751 0.178 0.404 0.750 1.106
beta4_pH[14,15,4] 1.012 0.337 0.354 0.996 1.706
beta4_pH[15,15,4] 0.886 0.154 0.595 0.884 1.206
beta4_pH[16,15,4] 0.822 0.304 0.252 0.808 1.439
beta4_pH[1,16,4] 0.713 0.216 0.300 0.703 1.167
beta4_pH[2,16,4] 0.787 0.109 0.577 0.785 1.018
beta4_pH[3,16,4] 0.870 0.177 0.515 0.868 1.223
beta4_pH[4,16,4] 0.823 0.307 0.249 0.808 1.474
beta4_pH[5,16,4] 0.914 1.053 -0.855 0.820 3.393
beta4_pH[6,16,4] 1.929 2.902 -3.307 1.605 8.612
beta4_pH[7,16,4] 1.197 1.200 -1.004 1.099 4.064
beta4_pH[8,16,4] 0.821 0.561 -0.207 0.781 2.157
beta4_pH[9,16,4] 1.089 1.304 -0.996 0.934 4.114
beta4_pH[10,16,4] 0.741 0.236 0.293 0.736 1.241
beta4_pH[11,16,4] 0.642 0.189 0.267 0.634 1.042
beta4_pH[12,16,4] 0.660 0.391 -0.022 0.625 1.556
beta4_pH[13,16,4] 0.744 0.180 0.400 0.738 1.125
beta4_pH[14,16,4] 0.995 0.338 0.365 0.997 1.687
beta4_pH[15,16,4] 0.876 0.155 0.571 0.876 1.193
beta4_pH[16,16,4] 0.826 0.310 0.243 0.815 1.513
beta4_pH[1,17,4] 0.713 0.217 0.285 0.710 1.154
beta4_pH[2,17,4] 0.784 0.112 0.560 0.783 1.004
beta4_pH[3,17,4] 0.876 0.178 0.522 0.870 1.240
beta4_pH[4,17,4] 0.811 0.314 0.215 0.798 1.463
beta4_pH[5,17,4] 0.917 1.062 -0.872 0.802 3.247
beta4_pH[6,17,4] 1.964 2.838 -3.366 1.678 8.834
beta4_pH[7,17,4] 1.228 1.206 -0.767 1.079 4.149
beta4_pH[8,17,4] 0.827 0.588 -0.207 0.793 2.114
beta4_pH[9,17,4] 1.085 1.284 -1.044 0.933 3.807
beta4_pH[10,17,4] 0.737 0.240 0.287 0.725 1.231
beta4_pH[11,17,4] 0.641 0.192 0.274 0.634 1.030
beta4_pH[12,17,4] 0.640 0.417 -0.171 0.620 1.531
beta4_pH[13,17,4] 0.742 0.173 0.401 0.739 1.096
beta4_pH[14,17,4] 1.016 0.344 0.376 0.993 1.790
beta4_pH[15,17,4] 0.873 0.150 0.570 0.872 1.179
beta4_pH[16,17,4] 0.823 0.305 0.243 0.813 1.472
beta4_pH[1,18,4] 0.709 0.222 0.283 0.703 1.164
beta4_pH[2,18,4] 0.788 0.113 0.572 0.786 1.020
beta4_pH[3,18,4] 0.866 0.176 0.525 0.864 1.226
beta4_pH[4,18,4] 0.830 0.306 0.232 0.816 1.468
beta4_pH[5,18,4] 0.899 1.080 -0.880 0.785 3.248
beta4_pH[6,18,4] 1.886 2.909 -3.703 1.530 9.106
beta4_pH[7,18,4] 1.254 1.250 -0.839 1.123 4.053
beta4_pH[8,18,4] 0.846 0.576 -0.186 0.810 2.131
beta4_pH[9,18,4] 1.047 1.278 -1.126 0.921 3.923
beta4_pH[10,18,4] 0.744 0.242 0.266 0.742 1.250
beta4_pH[11,18,4] 0.645 0.191 0.270 0.642 1.037
beta4_pH[12,18,4] 0.675 0.406 -0.068 0.640 1.569
beta4_pH[13,18,4] 0.741 0.182 0.373 0.741 1.106
beta4_pH[14,18,4] 1.010 0.347 0.345 1.006 1.733
beta4_pH[15,18,4] 0.874 0.155 0.576 0.871 1.183
beta4_pH[16,18,4] 0.826 0.311 0.240 0.813 1.486
beta4_pH[1,19,4] 0.710 0.218 0.279 0.704 1.153
beta4_pH[2,19,4] 0.785 0.111 0.562 0.783 1.016
beta4_pH[3,19,4] 0.866 0.178 0.530 0.862 1.235
beta4_pH[4,19,4] 0.824 0.308 0.237 0.815 1.465
beta4_pH[5,19,4] 0.902 1.074 -0.958 0.805 3.360
beta4_pH[6,19,4] 1.985 2.923 -3.097 1.654 8.980
beta4_pH[7,19,4] 1.245 1.277 -0.907 1.106 4.137
beta4_pH[8,19,4] 0.820 0.580 -0.282 0.781 2.216
beta4_pH[9,19,4] 1.056 1.205 -1.109 0.949 3.867
beta4_pH[10,19,4] 0.736 0.231 0.285 0.731 1.223
beta4_pH[11,19,4] 0.646 0.187 0.280 0.639 1.032
beta4_pH[12,19,4] 0.651 0.393 -0.072 0.629 1.527
beta4_pH[13,19,4] 0.742 0.179 0.406 0.738 1.115
beta4_pH[14,19,4] 0.997 0.351 0.316 0.983 1.744
beta4_pH[15,19,4] 0.872 0.157 0.574 0.870 1.190
beta4_pH[16,19,4] 0.826 0.310 0.208 0.818 1.469
beta4_pH[1,20,4] 0.711 0.222 0.275 0.702 1.172
beta4_pH[2,20,4] 0.785 0.111 0.570 0.785 1.017
beta4_pH[3,20,4] 0.873 0.180 0.516 0.867 1.246
beta4_pH[4,20,4] 0.824 0.311 0.198 0.813 1.504
beta4_pH[5,20,4] 0.917 1.066 -0.977 0.833 3.221
beta4_pH[6,20,4] 1.916 2.767 -3.222 1.578 8.261
beta4_pH[7,20,4] 1.218 1.275 -0.977 1.094 3.961
beta4_pH[8,20,4] 0.823 0.595 -0.252 0.784 2.105
beta4_pH[9,20,4] 1.049 1.242 -1.128 0.929 3.776
beta4_pH[10,20,4] 0.741 0.239 0.295 0.731 1.247
beta4_pH[11,20,4] 0.645 0.192 0.287 0.636 1.047
beta4_pH[12,20,4] 0.654 0.391 -0.054 0.630 1.528
beta4_pH[13,20,4] 0.741 0.184 0.381 0.739 1.104
beta4_pH[14,20,4] 1.003 0.333 0.359 0.997 1.681
beta4_pH[15,20,4] 0.872 0.152 0.572 0.869 1.181
beta4_pH[16,20,4] 0.824 0.306 0.227 0.811 1.454
beta4_pH[1,21,4] 0.714 0.220 0.288 0.708 1.156
beta4_pH[2,21,4] 0.788 0.112 0.579 0.784 1.029
beta4_pH[3,21,4] 0.870 0.179 0.529 0.865 1.250
beta4_pH[4,21,4] 0.833 0.302 0.264 0.819 1.465
beta4_pH[5,21,4] 0.914 1.123 -0.981 0.822 3.281
beta4_pH[6,21,4] 1.951 2.958 -3.387 1.613 8.777
beta4_pH[7,21,4] 1.185 1.210 -0.925 1.052 4.016
beta4_pH[8,21,4] 0.810 0.575 -0.263 0.776 2.078
beta4_pH[9,21,4] 1.038 1.236 -1.128 0.907 3.879
beta4_pH[10,21,4] 0.739 0.241 0.283 0.734 1.244
beta4_pH[11,21,4] 0.643 0.194 0.267 0.645 1.034
beta4_pH[12,21,4] 0.650 0.398 -0.113 0.622 1.521
beta4_pH[13,21,4] 0.737 0.181 0.388 0.735 1.105
beta4_pH[14,21,4] 0.998 0.334 0.365 0.981 1.668
beta4_pH[15,21,4] 0.872 0.154 0.574 0.869 1.189
beta4_pH[16,21,4] 0.831 0.307 0.257 0.808 1.478
beta4_pH[1,22,4] 0.710 0.221 0.280 0.705 1.175
beta4_pH[2,22,4] 0.786 0.109 0.575 0.786 1.008
beta4_pH[3,22,4] 0.863 0.180 0.522 0.853 1.229
beta4_pH[4,22,4] 0.821 0.299 0.245 0.807 1.440
beta4_pH[5,22,4] 0.901 1.092 -0.929 0.792 3.268
beta4_pH[6,22,4] 1.880 2.771 -3.218 1.631 8.306
beta4_pH[7,22,4] 1.240 1.266 -0.946 1.096 4.296
beta4_pH[8,22,4] 0.823 0.569 -0.200 0.800 2.020
beta4_pH[9,22,4] 1.048 1.216 -1.015 0.937 3.842
beta4_pH[10,22,4] 0.734 0.234 0.282 0.733 1.200
beta4_pH[11,22,4] 0.639 0.190 0.285 0.636 1.026
beta4_pH[12,22,4] 0.653 0.398 -0.077 0.630 1.546
beta4_pH[13,22,4] 0.740 0.179 0.376 0.738 1.096
beta4_pH[14,22,4] 1.009 0.335 0.354 0.997 1.709
beta4_pH[15,22,4] 0.870 0.155 0.566 0.869 1.188
beta4_pH[16,22,4] 0.826 0.307 0.250 0.811 1.484
beta4_pH[1,23,4] 0.714 0.224 0.273 0.709 1.169
beta4_pH[2,23,4] 0.787 0.107 0.580 0.787 1.006
beta4_pH[3,23,4] 0.872 0.183 0.517 0.868 1.248
beta4_pH[4,23,4] 0.828 0.304 0.278 0.808 1.481
beta4_pH[5,23,4] 0.905 1.090 -0.968 0.812 3.312
beta4_pH[6,23,4] 1.994 2.939 -3.388 1.666 8.907
beta4_pH[7,23,4] 1.244 1.247 -0.975 1.118 4.110
beta4_pH[8,23,4] 0.822 0.579 -0.212 0.793 2.052
beta4_pH[9,23,4] 1.040 1.236 -1.041 0.928 3.712
beta4_pH[10,23,4] 0.739 0.239 0.284 0.730 1.248
beta4_pH[11,23,4] 0.643 0.189 0.266 0.640 1.029
beta4_pH[12,23,4] 0.648 0.399 -0.105 0.627 1.513
beta4_pH[13,23,4] 0.744 0.178 0.378 0.742 1.095
beta4_pH[14,23,4] 1.008 0.337 0.351 0.998 1.713
beta4_pH[15,23,4] 0.882 0.153 0.582 0.880 1.199
beta4_pH[16,23,4] 0.828 0.312 0.264 0.809 1.484
beta4_pH[1,24,4] 0.712 0.223 0.286 0.716 1.189
beta4_pH[2,24,4] 0.789 0.109 0.579 0.785 1.010
beta4_pH[3,24,4] 0.873 0.179 0.514 0.867 1.225
beta4_pH[4,24,4] 0.824 0.303 0.262 0.809 1.478
beta4_pH[5,24,4] 0.932 1.074 -0.844 0.810 3.357
beta4_pH[6,24,4] 1.968 3.005 -3.682 1.628 9.133
beta4_pH[7,24,4] 1.267 1.247 -0.838 1.118 4.116
beta4_pH[8,24,4] 0.833 0.581 -0.243 0.791 2.132
beta4_pH[9,24,4] 1.050 1.219 -1.193 0.938 3.887
beta4_pH[10,24,4] 0.738 0.234 0.291 0.733 1.209
beta4_pH[11,24,4] 0.639 0.191 0.268 0.636 1.039
beta4_pH[12,24,4] 0.663 0.385 -0.054 0.645 1.518
beta4_pH[13,24,4] 0.746 0.178 0.409 0.739 1.125
beta4_pH[14,24,4] 1.004 0.335 0.378 0.988 1.719
beta4_pH[15,24,4] 0.886 0.152 0.579 0.886 1.198
beta4_pH[16,24,4] 0.844 0.302 0.274 0.829 1.492
beta4_pH[1,25,4] 0.712 0.221 0.278 0.712 1.156
beta4_pH[2,25,4] 0.790 0.109 0.584 0.785 1.020
beta4_pH[3,25,4] 0.872 0.184 0.506 0.867 1.265
beta4_pH[4,25,4] 0.832 0.299 0.271 0.817 1.453
beta4_pH[5,25,4] 0.899 1.060 -0.923 0.817 3.181
beta4_pH[6,25,4] 1.930 2.877 -3.463 1.589 8.646
beta4_pH[7,25,4] 1.281 1.274 -0.887 1.148 4.302
beta4_pH[8,25,4] 0.818 0.565 -0.279 0.785 2.017
beta4_pH[9,25,4] 1.060 1.241 -1.103 0.932 3.898
beta4_pH[10,25,4] 0.739 0.237 0.293 0.726 1.234
beta4_pH[11,25,4] 0.633 0.190 0.268 0.628 1.037
beta4_pH[12,25,4] 0.653 0.400 -0.077 0.637 1.519
beta4_pH[13,25,4] 0.751 0.183 0.399 0.744 1.148
beta4_pH[14,25,4] 1.016 0.331 0.392 1.008 1.692
beta4_pH[15,25,4] 0.877 0.151 0.590 0.873 1.189
beta4_pH[16,25,4] 0.834 0.306 0.265 0.822 1.498
beta4_pH[1,26,4] 0.711 0.222 0.297 0.706 1.163
beta4_pH[2,26,4] 0.788 0.109 0.567 0.784 1.011
beta4_pH[3,26,4] 0.873 0.181 0.525 0.867 1.260
beta4_pH[4,26,4] 0.825 0.308 0.248 0.812 1.483
beta4_pH[5,26,4] 0.906 1.052 -0.909 0.804 3.262
beta4_pH[6,26,4] 1.995 2.962 -3.523 1.657 9.249
beta4_pH[7,26,4] 1.238 1.274 -0.974 1.118 4.100
beta4_pH[8,26,4] 0.843 0.581 -0.203 0.800 2.130
beta4_pH[9,26,4] 1.064 1.352 -1.056 0.929 4.084
beta4_pH[10,26,4] 0.734 0.236 0.288 0.727 1.246
beta4_pH[11,26,4] 0.647 0.187 0.290 0.641 1.031
beta4_pH[12,26,4] 0.658 0.401 -0.103 0.644 1.550
beta4_pH[13,26,4] 0.743 0.178 0.391 0.739 1.108
beta4_pH[14,26,4] 1.011 0.334 0.384 1.001 1.719
beta4_pH[15,26,4] 0.879 0.154 0.594 0.876 1.188
beta4_pH[16,26,4] 0.834 0.300 0.270 0.819 1.486
beta4_pH[1,27,4] 0.714 0.218 0.280 0.714 1.167
beta4_pH[2,27,4] 0.785 0.113 0.566 0.784 1.020
beta4_pH[3,27,4] 0.869 0.180 0.518 0.864 1.229
beta4_pH[4,27,4] 0.829 0.313 0.259 0.814 1.468
beta4_pH[5,27,4] 0.928 1.066 -0.831 0.848 3.160
beta4_pH[6,27,4] 1.894 2.889 -3.372 1.632 8.652
beta4_pH[7,27,4] 1.208 1.230 -1.001 1.100 4.009
beta4_pH[8,27,4] 0.823 0.549 -0.198 0.795 2.043
beta4_pH[9,27,4] 1.045 1.249 -1.061 0.893 3.828
beta4_pH[10,27,4] 0.743 0.235 0.299 0.737 1.234
beta4_pH[11,27,4] 0.653 0.186 0.294 0.644 1.026
beta4_pH[12,27,4] 0.650 0.391 -0.087 0.629 1.533
beta4_pH[13,27,4] 0.751 0.179 0.397 0.753 1.123
beta4_pH[14,27,4] 1.002 0.335 0.375 0.988 1.733
beta4_pH[15,27,4] 0.888 0.150 0.597 0.886 1.202
beta4_pH[16,27,4] 0.833 0.293 0.285 0.816 1.479
beta4_pH[1,28,4] 0.705 0.216 0.267 0.702 1.127
beta4_pH[2,28,4] 0.787 0.111 0.572 0.786 1.012
beta4_pH[3,28,4] 0.871 0.178 0.521 0.871 1.232
beta4_pH[4,28,4] 0.834 0.305 0.269 0.819 1.473
beta4_pH[5,28,4] 0.910 1.057 -0.902 0.785 3.238
beta4_pH[6,28,4] 1.934 2.955 -3.454 1.610 9.261
beta4_pH[7,28,4] 1.213 1.221 -0.874 1.097 3.834
beta4_pH[8,28,4] 0.837 0.592 -0.237 0.794 2.169
beta4_pH[9,28,4] 1.057 1.205 -0.999 0.939 3.892
beta4_pH[10,28,4] 0.739 0.229 0.304 0.735 1.221
beta4_pH[11,28,4] 0.637 0.184 0.277 0.632 1.016
beta4_pH[12,28,4] 0.667 0.401 -0.058 0.635 1.564
beta4_pH[13,28,4] 0.736 0.181 0.378 0.736 1.104
beta4_pH[14,28,4] 1.017 0.343 0.372 1.003 1.736
beta4_pH[15,28,4] 0.859 0.154 0.555 0.858 1.166
beta4_pH[16,28,4] 0.822 0.308 0.231 0.808 1.485
beta4_pH[1,29,4] 0.713 0.225 0.279 0.704 1.155
beta4_pH[2,29,4] 0.789 0.109 0.577 0.786 1.018
beta4_pH[3,29,4] 0.870 0.182 0.525 0.868 1.240
beta4_pH[4,29,4] 0.832 0.308 0.253 0.813 1.502
beta4_pH[5,29,4] 0.900 1.066 -0.843 0.791 3.235
beta4_pH[6,29,4] 1.936 2.912 -3.375 1.662 8.746
beta4_pH[7,29,4] 1.220 1.234 -0.942 1.096 4.017
beta4_pH[8,29,4] 0.839 0.596 -0.258 0.799 2.105
beta4_pH[9,29,4] 1.057 1.220 -1.014 0.938 3.808
beta4_pH[10,29,4] 0.737 0.232 0.308 0.731 1.221
beta4_pH[11,29,4] 0.647 0.190 0.278 0.648 1.038
beta4_pH[12,29,4] 0.659 0.383 -0.031 0.630 1.510
beta4_pH[13,29,4] 0.744 0.177 0.395 0.742 1.083
beta4_pH[14,29,4] 1.006 0.346 0.351 0.998 1.731
beta4_pH[15,29,4] 0.882 0.154 0.579 0.880 1.190
beta4_pH[16,29,4] 0.829 0.307 0.241 0.823 1.468
beta4_pH[1,30,4] 0.705 0.220 0.279 0.703 1.153
beta4_pH[2,30,4] 0.788 0.108 0.576 0.787 1.009
beta4_pH[3,30,4] 0.867 0.178 0.524 0.862 1.223
beta4_pH[4,30,4] 0.834 0.306 0.262 0.826 1.487
beta4_pH[5,30,4] 0.903 1.093 -0.995 0.826 3.309
beta4_pH[6,30,4] 1.977 3.017 -3.575 1.621 8.905
beta4_pH[7,30,4] 1.234 1.251 -1.007 1.119 4.232
beta4_pH[8,30,4] 0.829 0.568 -0.156 0.789 2.062
beta4_pH[9,30,4] 1.044 1.258 -1.059 0.899 3.880
beta4_pH[10,30,4] 0.738 0.234 0.299 0.733 1.230
beta4_pH[11,30,4] 0.631 0.163 0.312 0.629 0.966
beta4_pH[12,30,4] 0.407 0.205 -0.011 0.411 0.817
beta4_pH[13,30,4] 0.807 0.163 0.496 0.804 1.154
beta4_pH[14,30,4] 0.800 0.254 0.268 0.800 1.291
beta4_pH[15,30,4] 0.813 0.149 0.502 0.813 1.105
beta4_pH[16,30,4] 0.666 0.175 0.315 0.666 1.013
beta4_pH[1,31,4] 0.704 0.221 0.273 0.697 1.152
beta4_pH[2,31,4] 0.784 0.110 0.561 0.784 1.007
beta4_pH[3,31,4] 0.865 0.179 0.519 0.859 1.228
beta4_pH[4,31,4] 0.835 0.304 0.271 0.823 1.482
beta4_pH[5,31,4] 0.944 1.080 -0.926 0.847 3.342
beta4_pH[6,31,4] 2.009 2.943 -3.419 1.652 8.853
beta4_pH[7,31,4] 1.198 1.266 -1.100 1.090 4.029
beta4_pH[8,31,4] 0.822 0.572 -0.247 0.793 2.014
beta4_pH[9,31,4] 1.042 1.253 -1.209 0.913 3.879
beta4_pH[10,31,4] 0.736 0.240 0.264 0.734 1.214
beta4_pH[11,31,4] 0.563 0.160 0.238 0.566 0.885
beta4_pH[12,31,4] 0.632 0.259 0.156 0.620 1.182
beta4_pH[13,31,4] 0.778 0.162 0.473 0.776 1.119
beta4_pH[14,31,4] 1.299 0.327 0.746 1.260 2.066
beta4_pH[15,31,4] 0.823 0.141 0.521 0.828 1.092
beta4_pH[16,31,4] 0.485 0.170 0.170 0.482 0.834
beta4_pH[1,32,4] 0.721 0.225 0.287 0.712 1.175
beta4_pH[2,32,4] 0.787 0.111 0.568 0.784 1.009
beta4_pH[3,32,4] 0.866 0.176 0.532 0.864 1.213
beta4_pH[4,32,4] 0.827 0.310 0.242 0.806 1.505
beta4_pH[5,32,4] 0.867 1.062 -0.977 0.793 3.168
beta4_pH[6,32,4] 1.977 2.959 -3.391 1.681 9.328
beta4_pH[7,32,4] 1.217 1.237 -0.874 1.073 3.866
beta4_pH[8,32,4] 0.823 0.585 -0.275 0.776 2.138
beta4_pH[9,32,4] 1.091 1.259 -1.139 0.962 3.905
beta4_pH[10,32,4] 0.743 0.234 0.294 0.737 1.247
beta4_pH[11,32,4] 0.593 0.164 0.261 0.596 0.920
beta4_pH[12,32,4] 0.274 0.196 -0.104 0.274 0.654
beta4_pH[13,32,4] 0.750 0.159 0.439 0.745 1.082
beta4_pH[14,32,4] 1.087 0.277 0.569 1.068 1.691
beta4_pH[15,32,4] 0.858 0.144 0.570 0.859 1.144
beta4_pH[16,32,4] 0.859 0.184 0.503 0.855 1.241
beta4_pH[1,33,4] 0.713 0.218 0.298 0.704 1.167
beta4_pH[2,33,4] 0.785 0.110 0.578 0.783 1.005
beta4_pH[3,33,4] 0.864 0.182 0.505 0.864 1.224
beta4_pH[4,33,4] 0.826 0.305 0.260 0.812 1.483
beta4_pH[5,33,4] 0.934 1.079 -0.844 0.822 3.351
beta4_pH[6,33,4] 1.948 2.925 -3.618 1.582 9.090
beta4_pH[7,33,4] 1.274 1.246 -0.906 1.145 4.174
beta4_pH[8,33,4] 0.829 0.602 -0.296 0.791 2.167
beta4_pH[9,33,4] 1.052 1.276 -1.084 0.920 3.943
beta4_pH[10,33,4] 0.739 0.235 0.298 0.733 1.231
beta4_pH[11,33,4] 0.667 0.161 0.361 0.662 1.007
beta4_pH[12,33,4] 0.410 0.217 -0.013 0.411 0.843
beta4_pH[13,33,4] 0.797 0.163 0.485 0.791 1.143
beta4_pH[14,33,4] 0.937 0.260 0.441 0.928 1.463
beta4_pH[15,33,4] 0.892 0.145 0.604 0.888 1.182
beta4_pH[16,33,4] 0.742 0.168 0.424 0.742 1.082
beta4_pH[1,34,4] 0.705 0.219 0.289 0.699 1.145
beta4_pH[2,34,4] 0.790 0.107 0.588 0.787 1.010
beta4_pH[3,34,4] 0.878 0.181 0.530 0.872 1.252
beta4_pH[4,34,4] 0.819 0.295 0.260 0.814 1.430
beta4_pH[5,34,4] 0.910 1.028 -0.852 0.799 3.315
beta4_pH[6,34,4] 1.895 2.952 -3.648 1.562 9.167
beta4_pH[7,34,4] 1.263 1.210 -0.852 1.118 4.029
beta4_pH[8,34,4] 0.831 0.580 -0.269 0.806 2.090
beta4_pH[9,34,4] 1.032 1.234 -1.039 0.918 3.864
beta4_pH[10,34,4] 0.742 0.231 0.301 0.733 1.235
beta4_pH[11,34,4] 0.604 0.163 0.289 0.599 0.934
beta4_pH[12,34,4] 0.462 0.198 0.081 0.462 0.864
beta4_pH[13,34,4] 0.863 0.171 0.551 0.856 1.223
beta4_pH[14,34,4] 1.207 0.289 0.681 1.188 1.839
beta4_pH[15,34,4] 0.903 0.144 0.621 0.897 1.212
beta4_pH[16,34,4] 0.755 0.166 0.430 0.749 1.098
beta4_pH[1,35,4] 0.411 0.145 0.198 0.393 0.749
beta4_pH[2,35,4] 0.785 0.086 0.625 0.781 0.970
beta4_pH[3,35,4] 1.029 0.169 0.746 1.015 1.400
beta4_pH[4,35,4] 0.588 0.216 0.270 0.555 1.106
beta4_pH[5,35,4] 0.125 0.096 0.027 0.097 0.391
beta4_pH[6,35,4] 0.758 0.649 0.123 0.566 2.499
beta4_pH[7,35,4] 2.268 1.824 0.421 1.732 7.280
beta4_pH[8,35,4] 0.512 0.263 0.182 0.454 1.196
beta4_pH[9,35,4] 0.623 0.550 0.102 0.464 2.063
beta4_pH[10,35,4] 0.631 0.133 0.412 0.618 0.934
beta4_pH[11,35,4] 0.744 0.162 0.465 0.731 1.096
beta4_pH[12,35,4] 1.306 0.460 0.616 1.230 2.415
beta4_pH[13,35,4] 0.797 0.113 0.593 0.793 1.037
beta4_pH[14,35,4] 1.156 0.333 0.592 1.133 1.886
beta4_pH[15,35,4] 0.928 0.124 0.711 0.920 1.191
beta4_pH[16,35,4] 1.091 0.284 0.605 1.066 1.687
beta4_pH[1,36,4] 0.917 0.203 0.582 0.893 1.375
beta4_pH[2,36,4] 0.858 0.112 0.659 0.849 1.101
beta4_pH[3,36,4] 0.870 0.149 0.617 0.856 1.204
beta4_pH[4,36,4] 0.763 0.229 0.405 0.732 1.288
beta4_pH[5,36,4] 0.670 0.772 0.070 0.442 2.739
beta4_pH[6,36,4] 5.979 4.472 0.812 4.675 17.554
beta4_pH[7,36,4] 1.147 0.642 0.343 1.005 2.777
beta4_pH[8,36,4] 0.919 0.387 0.389 0.853 1.881
beta4_pH[9,36,4] 0.542 0.392 0.129 0.439 1.590
beta4_pH[10,36,4] 0.458 0.126 0.264 0.440 0.750
beta4_pH[11,36,4] 0.552 0.099 0.380 0.543 0.766
beta4_pH[12,36,4] 0.410 0.132 0.192 0.394 0.720
beta4_pH[13,36,4] 0.819 0.127 0.590 0.811 1.089
beta4_pH[14,36,4] 1.241 0.309 0.703 1.226 1.888
beta4_pH[15,36,4] 1.063 0.149 0.794 1.056 1.374
beta4_pH[16,36,4] 0.880 0.298 0.426 0.842 1.577
beta4_pH[1,37,4] 0.766 0.176 0.468 0.744 1.161
beta4_pH[2,37,4] 0.770 0.087 0.613 0.767 0.944
beta4_pH[3,37,4] 0.905 0.134 0.665 0.895 1.183
beta4_pH[4,37,4] 0.755 0.225 0.402 0.724 1.284
beta4_pH[5,37,4] 1.060 1.157 0.113 0.711 4.094
beta4_pH[6,37,4] 2.032 2.007 0.257 1.395 7.981
beta4_pH[7,37,4] 1.238 0.861 0.319 1.003 3.388
beta4_pH[8,37,4] 0.973 0.410 0.403 0.899 1.974
beta4_pH[9,37,4] 1.796 1.866 0.217 1.235 6.983
beta4_pH[10,37,4] 0.769 0.154 0.516 0.753 1.126
beta4_pH[11,37,4] 0.796 0.138 0.560 0.783 1.088
beta4_pH[12,37,4] 0.612 0.329 0.195 0.539 1.422
beta4_pH[13,37,4] 0.652 0.098 0.485 0.643 0.868
beta4_pH[14,37,4] 0.829 0.216 0.465 0.811 1.319
beta4_pH[15,37,4] 0.717 0.102 0.541 0.710 0.935
beta4_pH[16,37,4] 0.580 0.172 0.312 0.554 1.002
beta4_pH[1,38,4] 0.737 0.156 0.479 0.721 1.093
beta4_pH[2,38,4] 0.716 0.084 0.567 0.713 0.895
beta4_pH[3,38,4] 0.901 0.163 0.627 0.883 1.269
beta4_pH[4,38,4] 0.891 0.237 0.515 0.862 1.441
beta4_pH[5,38,4] 0.497 0.399 0.101 0.386 1.530
beta4_pH[6,38,4] 1.691 2.066 0.141 1.013 7.291
beta4_pH[7,38,4] 0.507 0.307 0.148 0.435 1.296
beta4_pH[8,38,4] 0.758 0.300 0.331 0.703 1.511
beta4_pH[9,38,4] 1.526 1.013 0.379 1.270 4.201
beta4_pH[10,38,4] 0.726 0.161 0.459 0.710 1.098
beta4_pH[11,38,4] 0.508 0.113 0.315 0.496 0.763
beta4_pH[12,38,4] 0.573 0.309 0.178 0.510 1.362
beta4_pH[13,38,4] 0.932 0.170 0.638 0.915 1.303
beta4_pH[14,38,4] 1.036 0.268 0.570 1.027 1.586
beta4_pH[15,38,4] 0.845 0.092 0.684 0.839 1.038
beta4_pH[16,38,4] 0.869 0.187 0.536 0.856 1.259
beta4_pH[1,39,4] 0.700 0.143 0.460 0.685 1.030
beta4_pH[2,39,4] 0.869 0.102 0.688 0.863 1.096
beta4_pH[3,39,4] 0.838 0.118 0.638 0.828 1.090
beta4_pH[4,39,4] 0.846 0.275 0.425 0.810 1.498
beta4_pH[5,39,4] 1.134 1.267 0.129 0.752 4.431
beta4_pH[6,39,4] 0.480 0.637 0.038 0.286 2.198
beta4_pH[7,39,4] 1.848 1.613 0.285 1.402 6.336
beta4_pH[8,39,4] 1.406 0.774 0.429 1.239 3.436
beta4_pH[9,39,4] 2.030 1.610 0.374 1.575 6.433
beta4_pH[10,39,4] 0.757 0.202 0.436 0.733 1.219
beta4_pH[11,39,4] 0.716 0.154 0.451 0.702 1.050
beta4_pH[12,39,4] 0.637 0.320 0.213 0.572 1.468
beta4_pH[13,39,4] 0.741 0.117 0.534 0.731 1.007
beta4_pH[14,39,4] 0.901 0.257 0.478 0.876 1.474
beta4_pH[15,39,4] 0.980 0.102 0.795 0.973 1.187
beta4_pH[16,39,4] 0.938 0.202 0.571 0.928 1.366
beta4_pH[1,40,4] 0.769 0.131 0.542 0.758 1.049
beta4_pH[2,40,4] 0.761 0.084 0.608 0.757 0.934
beta4_pH[3,40,4] 0.925 0.144 0.682 0.909 1.245
beta4_pH[4,40,4] 0.896 0.213 0.544 0.872 1.374
beta4_pH[5,40,4] 0.320 0.222 0.077 0.260 0.920
beta4_pH[6,40,4] 2.086 2.180 0.241 1.387 8.357
beta4_pH[7,40,4] 1.574 1.435 0.271 1.156 5.434
beta4_pH[8,40,4] 0.360 0.275 0.077 0.279 1.085
beta4_pH[9,40,4] 0.520 0.556 0.068 0.362 2.013
beta4_pH[10,40,4] 0.925 0.248 0.540 0.894 1.495
beta4_pH[11,40,4] 0.457 0.105 0.281 0.446 0.687
beta4_pH[12,40,4] 0.545 0.282 0.176 0.492 1.243
beta4_pH[13,40,4] 0.827 0.121 0.607 0.819 1.088
beta4_pH[14,40,4] 0.803 0.233 0.430 0.778 1.337
beta4_pH[15,40,4] 0.839 0.095 0.667 0.834 1.039
beta4_pH[16,40,4] 0.959 0.324 0.456 0.915 1.723
beta4_pH[1,41,4] 0.610 0.135 0.386 0.596 0.921
beta4_pH[2,41,4] 0.790 0.105 0.609 0.780 1.014
beta4_pH[3,41,4] 0.884 0.143 0.634 0.876 1.193
beta4_pH[4,41,4] 0.870 0.367 0.364 0.806 1.771
beta4_pH[5,41,4] 1.402 0.777 0.440 1.220 3.346
beta4_pH[6,41,4] 3.018 3.044 0.276 1.997 12.215
beta4_pH[7,41,4] 0.818 0.499 0.242 0.694 2.054
beta4_pH[8,41,4] 1.179 0.717 0.342 0.995 3.042
beta4_pH[9,41,4] 0.513 0.591 0.057 0.348 2.001
beta4_pH[10,41,4] 0.779 0.173 0.497 0.763 1.172
beta4_pH[11,41,4] 0.789 0.186 0.480 0.766 1.208
beta4_pH[12,41,4] 0.534 0.187 0.250 0.505 0.981
beta4_pH[13,41,4] 0.711 0.111 0.519 0.703 0.956
beta4_pH[14,41,4] 1.091 0.321 0.610 1.047 1.820
beta4_pH[15,41,4] 0.780 0.098 0.605 0.773 0.990
beta4_pH[16,41,4] 0.681 0.174 0.378 0.671 1.056
beta4_pH[1,42,4] 0.675 0.142 0.446 0.661 1.001
beta4_pH[2,42,4] 0.781 0.098 0.608 0.776 0.996
beta4_pH[3,42,4] 0.796 0.153 0.535 0.784 1.126
beta4_pH[4,42,4] 0.985 0.333 0.491 0.929 1.819
beta4_pH[5,42,4] 1.419 1.549 0.153 0.947 5.293
beta4_pH[6,42,4] 0.329 0.252 0.068 0.264 0.975
beta4_pH[7,42,4] 0.975 0.605 0.259 0.831 2.585
beta4_pH[8,42,4] 0.771 0.333 0.302 0.711 1.588
beta4_pH[9,42,4] 0.788 0.620 0.167 0.624 2.428
beta4_pH[10,42,4] 0.920 0.208 0.569 0.904 1.388
beta4_pH[11,42,4] 0.623 0.124 0.419 0.612 0.903
beta4_pH[12,42,4] 0.661 0.241 0.308 0.625 1.239
beta4_pH[13,42,4] 0.572 0.173 0.305 0.549 0.962
beta4_pH[14,42,4] 0.896 0.303 0.452 0.847 1.612
beta4_pH[15,42,4] 0.918 0.091 0.755 0.916 1.114
beta4_pH[16,42,4] 0.572 0.162 0.301 0.560 0.919
beta4_pH[1,43,4] 0.800 0.195 0.484 0.781 1.233
beta4_pH[2,43,4] 0.755 0.081 0.609 0.749 0.925
beta4_pH[3,43,4] 0.671 0.097 0.506 0.663 0.875
beta4_pH[4,43,4] 0.839 0.278 0.420 0.797 1.512
beta4_pH[5,43,4] 1.585 0.716 0.604 1.459 3.381
beta4_pH[6,43,4] 1.144 0.920 0.211 0.891 3.527
beta4_pH[7,43,4] 0.720 0.659 0.124 0.543 2.446
beta4_pH[8,43,4] 0.640 0.287 0.251 0.583 1.356
beta4_pH[9,43,4] 1.152 1.046 0.178 0.828 4.132
beta4_pH[10,43,4] 0.680 0.144 0.445 0.665 1.004
beta4_pH[11,43,4] 0.628 0.128 0.410 0.617 0.914
beta4_pH[12,43,4] 0.577 0.230 0.240 0.539 1.105
beta4_pH[13,43,4] 0.612 0.125 0.400 0.597 0.896
beta4_pH[14,43,4] 1.089 0.336 0.571 1.037 1.846
beta4_pH[15,43,4] 0.833 0.096 0.662 0.827 1.029
beta4_pH[16,43,4] 0.887 0.263 0.475 0.850 1.507
beta4_pH[1,44,4] 0.613 0.163 0.362 0.591 0.988
beta4_pH[2,44,4] 0.703 0.079 0.560 0.697 0.869
beta4_pH[3,44,4] 0.632 0.099 0.457 0.625 0.844
beta4_pH[4,44,4] 0.832 0.211 0.500 0.804 1.342
beta4_pH[5,44,4] 1.246 0.619 0.476 1.098 2.753
beta4_pH[6,44,4] 1.268 1.547 0.122 0.797 5.297
beta4_pH[7,44,4] 1.173 0.667 0.358 1.019 2.928
beta4_pH[8,44,4] 0.441 0.287 0.122 0.363 1.185
beta4_pH[9,44,4] 0.996 0.878 0.164 0.755 3.427
beta4_pH[10,44,4] 0.632 0.161 0.370 0.615 0.998
beta4_pH[11,44,4] 0.479 0.148 0.239 0.465 0.809
beta4_pH[12,44,4] 0.749 0.315 0.277 0.706 1.493
beta4_pH[13,44,4] 0.547 0.099 0.377 0.540 0.756
beta4_pH[14,44,4] 0.684 0.179 0.398 0.663 1.086
beta4_pH[15,44,4] 0.688 0.085 0.532 0.683 0.864
beta4_pH[16,44,4] 0.662 0.241 0.279 0.632 1.233
beta4_pH[1,45,4] 0.798 0.199 0.466 0.782 1.235
beta4_pH[2,45,4] 0.709 0.090 0.546 0.704 0.902
beta4_pH[3,45,4] 0.771 0.138 0.534 0.760 1.062
beta4_pH[4,45,4] 0.756 0.198 0.447 0.730 1.193
beta4_pH[5,45,4] 1.019 1.255 0.099 0.630 4.193
beta4_pH[6,45,4] 1.205 1.144 0.184 0.888 4.130
beta4_pH[7,45,4] 0.704 0.671 0.128 0.522 2.284
beta4_pH[8,45,4] 1.184 0.515 0.456 1.086 2.460
beta4_pH[9,45,4] 0.104 0.124 0.011 0.066 0.409
beta4_pH[10,45,4] 0.853 0.207 0.521 0.827 1.327
beta4_pH[11,45,4] 0.578 0.119 0.378 0.568 0.837
beta4_pH[12,45,4] 0.921 0.333 0.404 0.879 1.683
beta4_pH[13,45,4] 0.488 0.079 0.351 0.482 0.658
beta4_pH[14,45,4] 0.769 0.187 0.464 0.745 1.197
beta4_pH[15,45,4] 0.527 0.070 0.402 0.523 0.675
beta4_pH[16,45,4] 0.450 0.215 0.130 0.415 0.975
beta4_pH[1,46,4] 0.802 0.167 0.524 0.786 1.168
beta4_pH[2,46,4] 0.682 0.099 0.510 0.677 0.893
beta4_pH[3,46,4] 0.760 0.115 0.556 0.750 1.006
beta4_pH[4,46,4] 0.881 0.333 0.402 0.830 1.680
beta4_pH[5,46,4] 1.119 0.584 0.351 0.987 2.583
beta4_pH[6,46,4] 1.437 1.745 0.118 0.857 6.289
beta4_pH[7,46,4] 1.679 1.232 0.347 1.361 4.826
beta4_pH[8,46,4] 1.075 0.486 0.405 0.987 2.269
beta4_pH[9,46,4] 1.594 1.537 0.222 1.130 5.886
beta4_pH[10,46,4] 0.664 0.181 0.383 0.639 1.077
beta4_pH[11,46,4] 0.651 0.119 0.438 0.642 0.901
beta4_pH[12,46,4] 0.724 0.242 0.325 0.698 1.273
beta4_pH[13,46,4] 0.530 0.136 0.307 0.517 0.835
beta4_pH[14,46,4] 1.294 0.311 0.760 1.270 1.978
beta4_pH[15,46,4] 0.590 0.069 0.464 0.586 0.738
beta4_pH[16,46,4] 0.369 0.122 0.183 0.354 0.653
beta4_pH[1,47,4] 0.622 0.144 0.387 0.609 0.946
beta4_pH[2,47,4] 0.768 0.112 0.571 0.761 1.011
beta4_pH[3,47,4] 0.765 0.115 0.558 0.757 1.018
beta4_pH[4,47,4] 0.540 0.225 0.233 0.498 1.121
beta4_pH[5,47,4] 0.111 0.081 0.023 0.088 0.312
beta4_pH[6,47,4] 0.190 0.136 0.041 0.156 0.557
beta4_pH[7,47,4] 0.481 0.427 0.078 0.359 1.608
beta4_pH[8,47,4] 0.859 0.589 0.207 0.707 2.439
beta4_pH[9,47,4] 0.483 0.633 0.042 0.293 2.033
beta4_pH[10,47,4] 0.854 0.274 0.444 0.808 1.485
beta4_pH[11,47,4] 0.567 0.104 0.385 0.561 0.789
beta4_pH[12,47,4] 0.935 0.295 0.442 0.904 1.611
beta4_pH[13,47,4] 0.627 0.100 0.451 0.619 0.838
beta4_pH[14,47,4] 1.145 0.333 0.606 1.101 1.916
beta4_pH[15,47,4] 0.613 0.090 0.450 0.606 0.805
beta4_pH[16,47,4] 0.602 0.157 0.337 0.589 0.948
beta4_pH[1,1,5] 0.710 0.223 0.266 0.704 1.172
beta4_pH[2,1,5] 0.784 0.110 0.570 0.783 1.014
beta4_pH[3,1,5] 0.868 0.183 0.511 0.866 1.235
beta4_pH[4,1,5] 0.812 0.308 0.217 0.797 1.440
beta4_pH[5,1,5] 0.930 1.096 -0.862 0.830 3.373
beta4_pH[6,1,5] 1.918 2.878 -3.276 1.577 8.640
beta4_pH[7,1,5] 1.264 1.305 -0.869 1.116 4.093
beta4_pH[8,1,5] 0.847 0.578 -0.288 0.819 2.127
beta4_pH[9,1,5] 1.067 1.291 -1.161 0.937 3.974
beta4_pH[10,1,5] 0.729 0.240 0.256 0.717 1.232
beta4_pH[11,1,5] 0.667 0.212 0.260 0.662 1.116
beta4_pH[12,1,5] 0.883 0.607 -0.164 0.835 2.186
beta4_pH[13,1,5] 0.749 0.195 0.364 0.743 1.148
beta4_pH[14,1,5] 0.987 0.378 0.293 0.967 1.795
beta4_pH[15,1,5] 0.875 0.150 0.584 0.872 1.185
beta4_pH[16,1,5] 0.923 0.500 0.017 0.882 2.054
beta4_pH[1,2,5] 0.716 0.224 0.292 0.704 1.184
beta4_pH[2,2,5] 0.786 0.110 0.572 0.785 1.007
beta4_pH[3,2,5] 0.867 0.180 0.512 0.867 1.229
beta4_pH[4,2,5] 0.828 0.310 0.241 0.817 1.456
beta4_pH[5,2,5] 0.901 1.068 -0.870 0.789 3.271
beta4_pH[6,2,5] 1.931 2.912 -3.416 1.583 9.288
beta4_pH[7,2,5] 1.238 1.277 -0.971 1.097 4.038
beta4_pH[8,2,5] 0.845 0.596 -0.224 0.810 2.075
beta4_pH[9,2,5] 1.093 1.323 -1.028 0.957 4.293
beta4_pH[10,2,5] 0.736 0.237 0.276 0.734 1.213
beta4_pH[11,2,5] 0.667 0.214 0.251 0.660 1.107
beta4_pH[12,2,5] 0.874 0.607 -0.249 0.830 2.221
beta4_pH[13,2,5] 0.753 0.203 0.355 0.754 1.181
beta4_pH[14,2,5] 1.003 0.382 0.289 0.986 1.856
beta4_pH[15,2,5] 0.874 0.144 0.595 0.874 1.165
beta4_pH[16,2,5] 0.920 0.500 0.008 0.892 1.975
beta4_pH[1,3,5] 0.703 0.216 0.278 0.701 1.147
beta4_pH[2,3,5] 0.786 0.109 0.576 0.782 1.020
beta4_pH[3,3,5] 0.863 0.180 0.498 0.859 1.220
beta4_pH[4,3,5] 0.813 0.304 0.218 0.804 1.444
beta4_pH[5,3,5] 0.932 1.080 -1.017 0.832 3.371
beta4_pH[6,3,5] 1.911 2.887 -3.365 1.608 8.431
beta4_pH[7,3,5] 1.177 1.221 -0.958 1.090 3.935
beta4_pH[8,3,5] 0.849 0.580 -0.212 0.815 2.135
beta4_pH[9,3,5] 1.083 1.271 -1.035 0.964 3.962
beta4_pH[10,3,5] 0.741 0.243 0.292 0.730 1.243
beta4_pH[11,3,5] 0.665 0.211 0.261 0.661 1.100
beta4_pH[12,3,5] 0.890 0.619 -0.223 0.839 2.314
beta4_pH[13,3,5] 0.751 0.195 0.376 0.748 1.154
beta4_pH[14,3,5] 0.991 0.372 0.305 0.977 1.774
beta4_pH[15,3,5] 0.876 0.147 0.576 0.875 1.165
beta4_pH[16,3,5] 0.921 0.506 -0.030 0.885 2.038
beta4_pH[1,4,5] 0.703 0.221 0.260 0.698 1.156
beta4_pH[2,4,5] 0.786 0.110 0.572 0.783 1.008
beta4_pH[3,4,5] 0.868 0.175 0.520 0.868 1.225
beta4_pH[4,4,5] 0.817 0.304 0.242 0.808 1.468
beta4_pH[5,4,5] 0.917 1.057 -0.978 0.836 3.113
beta4_pH[6,4,5] 1.893 2.903 -3.220 1.547 8.831
beta4_pH[7,4,5] 1.180 1.271 -1.200 1.084 3.940
beta4_pH[8,4,5] 0.848 0.575 -0.191 0.799 2.119
beta4_pH[9,4,5] 1.032 1.290 -1.066 0.904 4.012
beta4_pH[10,4,5] 0.742 0.239 0.302 0.734 1.240
beta4_pH[11,4,5] 0.668 0.212 0.268 0.661 1.107
beta4_pH[12,4,5] 0.892 0.600 -0.174 0.842 2.300
beta4_pH[13,4,5] 0.745 0.196 0.345 0.743 1.143
beta4_pH[14,4,5] 0.994 0.380 0.277 0.979 1.824
beta4_pH[15,4,5] 0.877 0.147 0.596 0.870 1.183
beta4_pH[16,4,5] 0.931 0.483 0.083 0.892 2.008
beta4_pH[1,5,5] 0.709 0.217 0.299 0.703 1.166
beta4_pH[2,5,5] 0.786 0.111 0.569 0.783 1.017
beta4_pH[3,5,5] 0.868 0.177 0.518 0.864 1.221
beta4_pH[4,5,5] 0.822 0.315 0.226 0.809 1.468
beta4_pH[5,5,5] 0.922 1.110 -0.892 0.795 3.480
beta4_pH[6,5,5] 1.943 2.925 -3.183 1.615 8.841
beta4_pH[7,5,5] 1.275 1.307 -0.879 1.133 4.274
beta4_pH[8,5,5] 0.866 0.574 -0.142 0.822 2.149
beta4_pH[9,5,5] 1.028 1.257 -1.127 0.901 3.796
beta4_pH[10,5,5] 0.739 0.235 0.291 0.736 1.240
beta4_pH[11,5,5] 0.668 0.213 0.264 0.656 1.116
beta4_pH[12,5,5] 0.893 0.620 -0.226 0.844 2.301
beta4_pH[13,5,5] 0.744 0.196 0.373 0.740 1.166
beta4_pH[14,5,5] 0.988 0.379 0.270 0.966 1.795
beta4_pH[15,5,5] 0.876 0.145 0.591 0.875 1.169
beta4_pH[16,5,5] 0.931 0.495 0.021 0.899 1.962
beta4_pH[1,6,5] 0.715 0.219 0.287 0.711 1.160
beta4_pH[2,6,5] 0.789 0.111 0.569 0.787 1.014
beta4_pH[3,6,5] 0.867 0.178 0.507 0.863 1.216
beta4_pH[4,6,5] 0.825 0.301 0.248 0.816 1.445
beta4_pH[5,6,5] 0.911 1.069 -0.868 0.817 3.294
beta4_pH[6,6,5] 1.948 2.912 -3.335 1.604 9.210
beta4_pH[7,6,5] 1.227 1.301 -1.117 1.088 4.214
beta4_pH[8,6,5] 0.842 0.596 -0.255 0.802 2.209
beta4_pH[9,6,5] 1.103 1.251 -1.076 0.969 4.115
beta4_pH[10,6,5] 0.744 0.231 0.310 0.733 1.237
beta4_pH[11,6,5] 0.670 0.218 0.261 0.665 1.130
beta4_pH[12,6,5] 0.873 0.608 -0.208 0.819 2.251
beta4_pH[13,6,5] 0.745 0.194 0.367 0.737 1.151
beta4_pH[14,6,5] 0.986 0.376 0.292 0.969 1.813
beta4_pH[15,6,5] 0.870 0.144 0.580 0.868 1.160
beta4_pH[16,6,5] 0.913 0.504 -0.015 0.891 1.990
beta4_pH[1,7,5] 0.707 0.225 0.296 0.697 1.184
beta4_pH[2,7,5] 0.786 0.111 0.566 0.785 1.014
beta4_pH[3,7,5] 0.867 0.183 0.503 0.863 1.240
beta4_pH[4,7,5] 0.818 0.310 0.224 0.801 1.467
beta4_pH[5,7,5] 0.899 1.068 -0.880 0.813 3.272
beta4_pH[6,7,5] 1.868 2.870 -3.527 1.625 8.644
beta4_pH[7,7,5] 1.254 1.308 -0.954 1.127 4.261
beta4_pH[8,7,5] 0.836 0.585 -0.180 0.800 2.119
beta4_pH[9,7,5] 1.062 1.262 -1.055 0.940 3.992
beta4_pH[10,7,5] 0.738 0.237 0.270 0.733 1.233
beta4_pH[11,7,5] 0.664 0.209 0.246 0.660 1.090
beta4_pH[12,7,5] 0.885 0.599 -0.181 0.823 2.231
beta4_pH[13,7,5] 0.748 0.196 0.360 0.746 1.147
beta4_pH[14,7,5] 1.000 0.389 0.279 0.976 1.832
beta4_pH[15,7,5] 0.876 0.143 0.597 0.875 1.165
beta4_pH[16,7,5] 0.924 0.500 -0.016 0.895 2.024
beta4_pH[1,8,5] 0.711 0.215 0.280 0.706 1.150
beta4_pH[2,8,5] 0.788 0.111 0.564 0.784 1.014
beta4_pH[3,8,5] 0.867 0.182 0.515 0.863 1.244
beta4_pH[4,8,5] 0.826 0.302 0.288 0.813 1.461
beta4_pH[5,8,5] 0.921 1.056 -0.954 0.811 3.352
beta4_pH[6,8,5] 1.986 2.857 -3.471 1.650 8.785
beta4_pH[7,8,5] 1.261 1.329 -0.936 1.141 4.200
beta4_pH[8,8,5] 0.855 0.605 -0.245 0.806 2.151
beta4_pH[9,8,5] 1.045 1.248 -1.155 0.897 4.000
beta4_pH[10,8,5] 0.739 0.231 0.300 0.727 1.225
beta4_pH[11,8,5] 0.670 0.208 0.267 0.662 1.116
beta4_pH[12,8,5] 0.888 0.604 -0.172 0.831 2.255
beta4_pH[13,8,5] 0.748 0.197 0.355 0.744 1.156
beta4_pH[14,8,5] 1.001 0.384 0.303 0.982 1.838
beta4_pH[15,8,5] 0.874 0.140 0.596 0.873 1.160
beta4_pH[16,8,5] 0.912 0.508 -0.023 0.876 2.023
beta4_pH[1,9,5] 0.708 0.222 0.276 0.705 1.150
beta4_pH[2,9,5] 0.788 0.110 0.572 0.786 1.013
beta4_pH[3,9,5] 0.869 0.174 0.530 0.867 1.229
beta4_pH[4,9,5] 0.833 0.307 0.267 0.814 1.489
beta4_pH[5,9,5] 0.948 1.068 -0.866 0.839 3.404
beta4_pH[6,9,5] 2.023 2.911 -3.282 1.667 8.831
beta4_pH[7,9,5] 1.232 1.298 -1.010 1.112 4.119
beta4_pH[8,9,5] 0.833 0.580 -0.209 0.792 2.109
beta4_pH[9,9,5] 1.057 1.310 -1.218 0.928 3.948
beta4_pH[10,9,5] 0.741 0.235 0.280 0.737 1.227
beta4_pH[11,9,5] 0.668 0.210 0.267 0.657 1.109
beta4_pH[12,9,5] 0.871 0.581 -0.192 0.839 2.162
beta4_pH[13,9,5] 0.745 0.199 0.346 0.742 1.143
beta4_pH[14,9,5] 0.990 0.381 0.272 0.970 1.839
beta4_pH[15,9,5] 0.878 0.147 0.607 0.875 1.180
beta4_pH[16,9,5] 0.933 0.501 0.030 0.897 2.069
beta4_pH[1,10,5] 0.703 0.223 0.269 0.695 1.170
beta4_pH[2,10,5] 0.788 0.110 0.573 0.788 1.018
beta4_pH[3,10,5] 0.867 0.176 0.528 0.859 1.230
beta4_pH[4,10,5] 0.829 0.309 0.248 0.815 1.476
beta4_pH[5,10,5] 0.918 1.079 -1.026 0.831 3.216
beta4_pH[6,10,5] 1.927 2.723 -2.924 1.635 8.059
beta4_pH[7,10,5] 1.237 1.315 -0.983 1.106 4.165
beta4_pH[8,10,5] 0.842 0.589 -0.221 0.793 2.159
beta4_pH[9,10,5] 1.089 1.312 -1.160 0.934 4.175
beta4_pH[10,10,5] 0.749 0.232 0.306 0.736 1.247
beta4_pH[11,10,5] 0.668 0.207 0.257 0.662 1.093
beta4_pH[12,10,5] 0.875 0.611 -0.213 0.826 2.207
beta4_pH[13,10,5] 0.740 0.199 0.348 0.736 1.147
beta4_pH[14,10,5] 0.985 0.381 0.248 0.973 1.779
beta4_pH[15,10,5] 0.875 0.141 0.600 0.873 1.164
beta4_pH[16,10,5] 0.918 0.494 0.020 0.887 1.983
beta4_pH[1,11,5] 0.706 0.214 0.282 0.701 1.151
beta4_pH[2,11,5] 0.788 0.109 0.579 0.787 1.020
beta4_pH[3,11,5] 0.872 0.180 0.523 0.867 1.230
beta4_pH[4,11,5] 0.824 0.310 0.231 0.812 1.460
beta4_pH[5,11,5] 0.931 1.113 -0.795 0.811 3.526
beta4_pH[6,11,5] 1.910 2.886 -3.653 1.640 8.599
beta4_pH[7,11,5] 1.204 1.328 -1.166 1.104 4.287
beta4_pH[8,11,5] 0.831 0.582 -0.204 0.784 2.176
beta4_pH[9,11,5] 1.049 1.235 -1.190 0.937 3.864
beta4_pH[10,11,5] 0.736 0.235 0.283 0.730 1.232
beta4_pH[11,11,5] 0.661 0.212 0.264 0.654 1.116
beta4_pH[12,11,5] 0.878 0.605 -0.202 0.829 2.175
beta4_pH[13,11,5] 0.746 0.201 0.338 0.748 1.155
beta4_pH[14,11,5] 0.996 0.386 0.291 0.976 1.830
beta4_pH[15,11,5] 0.877 0.146 0.589 0.873 1.180
beta4_pH[16,11,5] 0.929 0.508 -0.015 0.896 2.030
beta4_pH[1,12,5] 0.710 0.220 0.276 0.705 1.166
beta4_pH[2,12,5] 0.785 0.107 0.581 0.783 1.000
beta4_pH[3,12,5] 0.869 0.179 0.526 0.865 1.240
beta4_pH[4,12,5] 0.818 0.310 0.249 0.802 1.477
beta4_pH[5,12,5] 0.918 1.081 -0.933 0.807 3.252
beta4_pH[6,12,5] 1.888 3.021 -3.305 1.570 9.022
beta4_pH[7,12,5] 1.238 1.288 -0.996 1.089 4.131
beta4_pH[8,12,5] 0.839 0.582 -0.202 0.801 2.026
beta4_pH[9,12,5] 1.109 1.278 -1.015 0.952 4.134
beta4_pH[10,12,5] 0.726 0.237 0.276 0.719 1.213
beta4_pH[11,12,5] 0.660 0.210 0.264 0.652 1.105
beta4_pH[12,12,5] 0.878 0.615 -0.217 0.831 2.236
beta4_pH[13,12,5] 0.750 0.195 0.357 0.746 1.147
beta4_pH[14,12,5] 0.981 0.380 0.260 0.965 1.812
beta4_pH[15,12,5] 0.874 0.143 0.596 0.873 1.167
beta4_pH[16,12,5] 0.916 0.496 0.021 0.882 2.023
beta4_pH[1,13,5] 0.713 0.224 0.278 0.706 1.170
beta4_pH[2,13,5] 0.787 0.111 0.571 0.785 1.021
beta4_pH[3,13,5] 0.868 0.177 0.516 0.866 1.204
beta4_pH[4,13,5] 0.817 0.308 0.229 0.803 1.458
beta4_pH[5,13,5] 0.919 1.095 -1.019 0.823 3.390
beta4_pH[6,13,5] 2.017 2.783 -2.975 1.700 8.612
beta4_pH[7,13,5] 1.263 1.285 -0.829 1.100 4.352
beta4_pH[8,13,5] 0.849 0.581 -0.179 0.804 2.106
beta4_pH[9,13,5] 1.045 1.261 -1.330 0.924 3.961
beta4_pH[10,13,5] 0.746 0.235 0.305 0.738 1.242
beta4_pH[11,13,5] 0.671 0.211 0.270 0.666 1.107
beta4_pH[12,13,5] 0.870 0.625 -0.211 0.821 2.252
beta4_pH[13,13,5] 0.749 0.192 0.357 0.751 1.133
beta4_pH[14,13,5] 0.991 0.394 0.255 0.972 1.843
beta4_pH[15,13,5] 0.876 0.148 0.588 0.874 1.177
beta4_pH[16,13,5] 0.910 0.499 -0.033 0.881 1.993
beta4_pH[1,14,5] 0.713 0.220 0.280 0.710 1.176
beta4_pH[2,14,5] 0.789 0.109 0.571 0.789 1.011
beta4_pH[3,14,5] 0.871 0.176 0.532 0.862 1.235
beta4_pH[4,14,5] 0.821 0.314 0.221 0.804 1.480
beta4_pH[5,14,5] 0.950 1.121 -0.957 0.851 3.449
beta4_pH[6,14,5] 1.919 2.940 -3.640 1.699 8.987
beta4_pH[7,14,5] 1.242 1.301 -0.997 1.120 3.952
beta4_pH[8,14,5] 0.834 0.581 -0.254 0.803 2.075
beta4_pH[9,14,5] 1.047 1.234 -1.236 0.936 3.791
beta4_pH[10,14,5] 0.734 0.235 0.277 0.730 1.230
beta4_pH[11,14,5] 0.658 0.211 0.234 0.659 1.082
beta4_pH[12,14,5] 0.878 0.632 -0.275 0.835 2.333
beta4_pH[13,14,5] 0.748 0.191 0.377 0.743 1.142
beta4_pH[14,14,5] 1.006 0.387 0.291 0.977 1.860
beta4_pH[15,14,5] 0.874 0.148 0.584 0.871 1.190
beta4_pH[16,14,5] 0.917 0.484 0.018 0.895 1.961
beta4_pH[1,15,5] 0.702 0.221 0.271 0.699 1.159
beta4_pH[2,15,5] 0.787 0.111 0.576 0.785 1.015
beta4_pH[3,15,5] 0.868 0.178 0.515 0.862 1.235
beta4_pH[4,15,5] 0.831 0.308 0.258 0.817 1.479
beta4_pH[5,15,5] 0.897 1.091 -1.080 0.823 3.268
beta4_pH[6,15,5] 1.860 2.893 -3.671 1.569 8.446
beta4_pH[7,15,5] 1.231 1.364 -0.977 1.104 4.150
beta4_pH[8,15,5] 0.853 0.611 -0.192 0.806 2.228
beta4_pH[9,15,5] 1.016 1.241 -1.116 0.869 4.072
beta4_pH[10,15,5] 0.731 0.238 0.269 0.724 1.228
beta4_pH[11,15,5] 0.672 0.211 0.268 0.661 1.109
beta4_pH[12,15,5] 0.871 0.609 -0.182 0.820 2.176
beta4_pH[13,15,5] 0.754 0.196 0.373 0.746 1.176
beta4_pH[14,15,5] 0.995 0.389 0.232 0.974 1.844
beta4_pH[15,15,5] 0.879 0.145 0.598 0.875 1.176
beta4_pH[16,15,5] 0.920 0.497 -0.009 0.877 1.953
beta4_pH[1,16,5] 0.708 0.221 0.289 0.700 1.177
beta4_pH[2,16,5] 0.785 0.110 0.564 0.783 0.999
beta4_pH[3,16,5] 0.873 0.179 0.529 0.865 1.247
beta4_pH[4,16,5] 0.823 0.302 0.229 0.812 1.449
beta4_pH[5,16,5] 0.932 1.095 -0.983 0.826 3.405
beta4_pH[6,16,5] 1.857 2.932 -3.646 1.602 8.939
beta4_pH[7,16,5] 1.238 1.302 -0.954 1.088 4.270
beta4_pH[8,16,5] 0.832 0.566 -0.172 0.794 2.057
beta4_pH[9,16,5] 1.063 1.288 -1.189 0.930 4.057
beta4_pH[10,16,5] 0.745 0.238 0.299 0.734 1.238
beta4_pH[11,16,5] 0.666 0.213 0.269 0.655 1.112
beta4_pH[12,16,5] 0.875 0.612 -0.208 0.821 2.246
beta4_pH[13,16,5] 0.753 0.193 0.378 0.750 1.138
beta4_pH[14,16,5] 0.990 0.374 0.280 0.961 1.791
beta4_pH[15,16,5] 0.875 0.148 0.592 0.875 1.177
beta4_pH[16,16,5] 0.933 0.501 -0.007 0.903 2.037
beta4_pH[1,17,5] 0.710 0.219 0.276 0.706 1.147
beta4_pH[2,17,5] 0.787 0.114 0.569 0.783 1.030
beta4_pH[3,17,5] 0.866 0.182 0.510 0.866 1.243
beta4_pH[4,17,5] 0.824 0.308 0.226 0.805 1.492
beta4_pH[5,17,5] 0.911 1.069 -0.945 0.820 3.392
beta4_pH[6,17,5] 1.871 2.882 -3.530 1.618 8.810
beta4_pH[7,17,5] 1.248 1.285 -0.867 1.097 4.080
beta4_pH[8,17,5] 0.838 0.579 -0.271 0.800 2.130
beta4_pH[9,17,5] 1.046 1.240 -1.132 0.941 3.928
beta4_pH[10,17,5] 0.737 0.234 0.274 0.731 1.196
beta4_pH[11,17,5] 0.667 0.212 0.256 0.659 1.113
beta4_pH[12,17,5] 0.863 0.619 -0.304 0.815 2.208
beta4_pH[13,17,5] 0.748 0.199 0.351 0.743 1.144
beta4_pH[14,17,5] 1.000 0.384 0.239 0.985 1.817
beta4_pH[15,17,5] 0.871 0.148 0.575 0.869 1.170
beta4_pH[16,17,5] 0.911 0.488 0.015 0.877 1.939
beta4_pH[1,18,5] 0.713 0.220 0.287 0.706 1.161
beta4_pH[2,18,5] 0.784 0.110 0.575 0.784 1.016
beta4_pH[3,18,5] 0.869 0.181 0.502 0.866 1.234
beta4_pH[4,18,5] 0.824 0.301 0.242 0.814 1.440
beta4_pH[5,18,5] 0.918 1.040 -0.928 0.818 3.160
beta4_pH[6,18,5] 1.894 2.837 -3.368 1.544 8.666
beta4_pH[7,18,5] 1.279 1.389 -0.878 1.117 4.509
beta4_pH[8,18,5] 0.838 0.572 -0.193 0.804 2.138
beta4_pH[9,18,5] 1.077 1.246 -0.983 0.911 4.033
beta4_pH[10,18,5] 0.738 0.235 0.287 0.728 1.239
beta4_pH[11,18,5] 0.669 0.217 0.240 0.663 1.121
beta4_pH[12,18,5] 0.877 0.604 -0.243 0.851 2.168
beta4_pH[13,18,5] 0.752 0.196 0.370 0.748 1.154
beta4_pH[14,18,5] 1.002 0.374 0.308 0.986 1.799
beta4_pH[15,18,5] 0.879 0.145 0.589 0.877 1.176
beta4_pH[16,18,5] 0.920 0.510 0.015 0.892 2.010
beta4_pH[1,19,5] 0.708 0.220 0.271 0.704 1.155
beta4_pH[2,19,5] 0.791 0.110 0.574 0.788 1.020
beta4_pH[3,19,5] 0.870 0.177 0.532 0.858 1.247
beta4_pH[4,19,5] 0.824 0.308 0.253 0.818 1.460
beta4_pH[5,19,5] 0.898 1.111 -1.047 0.811 3.253
beta4_pH[6,19,5] 1.968 3.042 -3.734 1.640 8.911
beta4_pH[7,19,5] 1.272 1.339 -0.890 1.134 4.349
beta4_pH[8,19,5] 0.829 0.580 -0.209 0.802 2.031
beta4_pH[9,19,5] 1.070 1.223 -0.988 0.932 3.875
beta4_pH[10,19,5] 0.746 0.229 0.314 0.739 1.229
beta4_pH[11,19,5] 0.665 0.216 0.252 0.660 1.105
beta4_pH[12,19,5] 0.874 0.603 -0.161 0.834 2.212
beta4_pH[13,19,5] 0.754 0.194 0.360 0.754 1.155
beta4_pH[14,19,5] 0.982 0.397 0.204 0.980 1.798
beta4_pH[15,19,5] 0.876 0.145 0.601 0.873 1.173
beta4_pH[16,19,5] 0.916 0.501 0.007 0.884 2.006
beta4_pH[1,20,5] 0.708 0.218 0.278 0.704 1.171
beta4_pH[2,20,5] 0.788 0.110 0.581 0.785 1.015
beta4_pH[3,20,5] 0.868 0.179 0.527 0.862 1.236
beta4_pH[4,20,5] 0.832 0.311 0.263 0.815 1.486
beta4_pH[5,20,5] 0.910 1.074 -0.887 0.823 3.186
beta4_pH[6,20,5] 1.966 2.832 -3.254 1.656 8.687
beta4_pH[7,20,5] 1.273 1.287 -0.843 1.120 4.275
beta4_pH[8,20,5] 0.821 0.605 -0.298 0.785 2.160
beta4_pH[9,20,5] 1.088 1.266 -1.177 0.969 3.893
beta4_pH[10,20,5] 0.736 0.230 0.297 0.731 1.211
beta4_pH[11,20,5] 0.665 0.213 0.245 0.664 1.102
beta4_pH[12,20,5] 0.874 0.616 -0.244 0.817 2.325
beta4_pH[13,20,5] 0.749 0.191 0.387 0.748 1.139
beta4_pH[14,20,5] 1.000 0.375 0.278 0.984 1.796
beta4_pH[15,20,5] 0.878 0.144 0.602 0.873 1.166
beta4_pH[16,20,5] 0.925 0.506 0.012 0.889 2.061
beta4_pH[1,21,5] 0.704 0.219 0.284 0.697 1.158
beta4_pH[2,21,5] 0.785 0.110 0.566 0.783 1.013
beta4_pH[3,21,5] 0.868 0.182 0.516 0.861 1.241
beta4_pH[4,21,5] 0.832 0.307 0.255 0.817 1.480
beta4_pH[5,21,5] 0.890 1.112 -0.958 0.800 3.356
beta4_pH[6,21,5] 1.981 2.898 -3.137 1.638 8.781
beta4_pH[7,21,5] 1.238 1.310 -0.955 1.126 4.369
beta4_pH[8,21,5] 0.831 0.582 -0.212 0.788 2.131
beta4_pH[9,21,5] 1.056 1.206 -1.029 0.921 3.838
beta4_pH[10,21,5] 0.741 0.240 0.273 0.730 1.236
beta4_pH[11,21,5] 0.660 0.213 0.255 0.655 1.103
beta4_pH[12,21,5] 0.887 0.606 -0.208 0.849 2.231
beta4_pH[13,21,5] 0.743 0.196 0.362 0.740 1.138
beta4_pH[14,21,5] 0.998 0.373 0.302 0.976 1.784
beta4_pH[15,21,5] 0.876 0.147 0.590 0.872 1.170
beta4_pH[16,21,5] 0.915 0.485 0.000 0.891 1.976
beta4_pH[1,22,5] 0.706 0.216 0.277 0.706 1.157
beta4_pH[2,22,5] 0.785 0.111 0.568 0.783 1.009
beta4_pH[3,22,5] 0.869 0.182 0.522 0.867 1.241
beta4_pH[4,22,5] 0.818 0.300 0.273 0.798 1.457
beta4_pH[5,22,5] 0.910 1.072 -1.016 0.836 3.266
beta4_pH[6,22,5] 1.972 2.938 -3.344 1.658 8.940
beta4_pH[7,22,5] 1.241 1.273 -0.898 1.111 4.087
beta4_pH[8,22,5] 0.839 0.589 -0.251 0.800 2.097
beta4_pH[9,22,5] 1.028 1.266 -1.314 0.890 3.932
beta4_pH[10,22,5] 0.741 0.235 0.291 0.734 1.229
beta4_pH[11,22,5] 0.663 0.211 0.252 0.659 1.084
beta4_pH[12,22,5] 0.871 0.619 -0.207 0.812 2.216
beta4_pH[13,22,5] 0.747 0.193 0.361 0.749 1.146
beta4_pH[14,22,5] 1.005 0.387 0.278 0.985 1.830
beta4_pH[15,22,5] 0.876 0.146 0.587 0.876 1.170
beta4_pH[16,22,5] 0.922 0.502 0.022 0.880 2.048
beta4_pH[1,23,5] 0.709 0.221 0.294 0.705 1.170
beta4_pH[2,23,5] 0.785 0.108 0.572 0.782 1.009
beta4_pH[3,23,5] 0.867 0.176 0.533 0.857 1.234
beta4_pH[4,23,5] 0.830 0.313 0.240 0.816 1.481
beta4_pH[5,23,5] 0.935 1.060 -0.909 0.849 3.291
beta4_pH[6,23,5] 1.963 2.776 -2.927 1.606 8.556
beta4_pH[7,23,5] 1.257 1.314 -0.883 1.123 4.086
beta4_pH[8,23,5] 0.830 0.577 -0.290 0.810 2.051
beta4_pH[9,23,5] 1.075 1.242 -1.001 0.941 4.091
beta4_pH[10,23,5] 0.744 0.236 0.280 0.735 1.262
beta4_pH[11,23,5] 0.670 0.216 0.256 0.660 1.115
beta4_pH[12,23,5] 0.878 0.613 -0.253 0.819 2.264
beta4_pH[13,23,5] 0.750 0.197 0.376 0.749 1.168
beta4_pH[14,23,5] 1.014 0.390 0.295 0.997 1.877
beta4_pH[15,23,5] 0.871 0.150 0.576 0.868 1.177
beta4_pH[16,23,5] 0.911 0.507 -0.007 0.874 2.025
beta4_pH[1,24,5] 0.706 0.221 0.268 0.699 1.174
beta4_pH[2,24,5] 0.786 0.111 0.565 0.783 1.011
beta4_pH[3,24,5] 0.866 0.175 0.532 0.864 1.235
beta4_pH[4,24,5] 0.821 0.305 0.227 0.804 1.461
beta4_pH[5,24,5] 0.921 1.102 -0.961 0.820 3.292
beta4_pH[6,24,5] 1.880 2.886 -3.782 1.600 8.551
beta4_pH[7,24,5] 1.247 1.300 -1.020 1.129 4.221
beta4_pH[8,24,5] 0.847 0.591 -0.188 0.808 2.110
beta4_pH[9,24,5] 1.076 1.302 -1.156 0.941 4.040
beta4_pH[10,24,5] 0.733 0.239 0.254 0.724 1.211
beta4_pH[11,24,5] 0.665 0.209 0.268 0.663 1.096
beta4_pH[12,24,5] 0.893 0.596 -0.237 0.848 2.201
beta4_pH[13,24,5] 0.750 0.201 0.358 0.747 1.168
beta4_pH[14,24,5] 0.991 0.371 0.326 0.973 1.768
beta4_pH[15,24,5] 0.876 0.145 0.594 0.874 1.170
beta4_pH[16,24,5] 0.922 0.500 -0.009 0.903 1.997
beta4_pH[1,25,5] 0.710 0.218 0.278 0.704 1.162
beta4_pH[2,25,5] 0.782 0.110 0.570 0.783 1.009
beta4_pH[3,25,5] 0.865 0.177 0.513 0.859 1.235
beta4_pH[4,25,5] 0.814 0.310 0.227 0.803 1.472
beta4_pH[5,25,5] 0.915 1.066 -1.066 0.831 3.275
beta4_pH[6,25,5] 1.899 2.829 -3.663 1.632 8.430
beta4_pH[7,25,5] 1.259 1.287 -1.032 1.125 4.141
beta4_pH[8,25,5] 0.845 0.573 -0.167 0.817 2.102
beta4_pH[9,25,5] 1.053 1.287 -1.140 0.913 4.025
beta4_pH[10,25,5] 0.746 0.238 0.316 0.734 1.259
beta4_pH[11,25,5] 0.660 0.210 0.257 0.656 1.083
beta4_pH[12,25,5] 0.884 0.604 -0.191 0.828 2.210
beta4_pH[13,25,5] 0.749 0.200 0.354 0.745 1.170
beta4_pH[14,25,5] 1.001 0.380 0.306 0.977 1.833
beta4_pH[15,25,5] 0.878 0.144 0.600 0.877 1.158
beta4_pH[16,25,5] 0.931 0.495 0.006 0.901 2.027
beta4_pH[1,26,5] 0.709 0.221 0.290 0.704 1.166
beta4_pH[2,26,5] 0.788 0.108 0.566 0.787 1.006
beta4_pH[3,26,5] 0.871 0.179 0.524 0.868 1.228
beta4_pH[4,26,5] 0.830 0.310 0.263 0.815 1.527
beta4_pH[5,26,5] 0.936 1.128 -0.814 0.808 3.466
beta4_pH[6,26,5] 1.859 2.884 -3.377 1.591 8.522
beta4_pH[7,26,5] 1.255 1.271 -0.889 1.138 4.037
beta4_pH[8,26,5] 0.837 0.574 -0.219 0.792 2.047
beta4_pH[9,26,5] 1.075 1.280 -1.033 0.931 4.130
beta4_pH[10,26,5] 0.738 0.238 0.278 0.728 1.229
beta4_pH[11,26,5] 0.672 0.212 0.274 0.663 1.115
beta4_pH[12,26,5] 0.884 0.626 -0.210 0.831 2.290
beta4_pH[13,26,5] 0.746 0.196 0.372 0.741 1.156
beta4_pH[14,26,5] 0.995 0.372 0.287 0.979 1.780
beta4_pH[15,26,5] 0.880 0.147 0.596 0.876 1.183
beta4_pH[16,26,5] 0.922 0.482 0.043 0.897 1.971
beta4_pH[1,27,5] 0.703 0.223 0.267 0.698 1.170
beta4_pH[2,27,5] 0.790 0.109 0.585 0.787 1.013
beta4_pH[3,27,5] 0.877 0.181 0.525 0.873 1.252
beta4_pH[4,27,5] 0.833 0.304 0.269 0.819 1.481
beta4_pH[5,27,5] 0.928 1.013 -0.847 0.829 3.262
beta4_pH[6,27,5] 1.959 2.764 -2.942 1.641 8.629
beta4_pH[7,27,5] 1.237 1.306 -0.944 1.094 4.160
beta4_pH[8,27,5] 0.837 0.588 -0.239 0.799 2.130
beta4_pH[9,27,5] 1.080 1.251 -1.040 0.945 3.925
beta4_pH[10,27,5] 0.738 0.233 0.284 0.730 1.213
beta4_pH[11,27,5] 0.671 0.214 0.262 0.661 1.141
beta4_pH[12,27,5] 0.891 0.599 -0.154 0.839 2.187
beta4_pH[13,27,5] 0.752 0.189 0.381 0.748 1.127
beta4_pH[14,27,5] 0.997 0.383 0.295 0.976 1.825
beta4_pH[15,27,5] 0.878 0.149 0.583 0.878 1.183
beta4_pH[16,27,5] 0.941 0.495 0.053 0.902 2.022
beta4_pH[1,28,5] 0.703 0.218 0.289 0.699 1.185
beta4_pH[2,28,5] 0.787 0.109 0.572 0.783 1.010
beta4_pH[3,28,5] 0.871 0.182 0.528 0.867 1.242
beta4_pH[4,28,5] 0.815 0.307 0.236 0.810 1.453
beta4_pH[5,28,5] 0.938 1.103 -0.960 0.834 3.386
beta4_pH[6,28,5] 1.972 2.873 -3.096 1.602 9.007
beta4_pH[7,28,5] 1.263 1.318 -0.867 1.119 4.292
beta4_pH[8,28,5] 0.845 0.586 -0.204 0.810 2.136
beta4_pH[9,28,5] 1.032 1.256 -1.090 0.916 3.963
beta4_pH[10,28,5] 0.738 0.233 0.316 0.726 1.230
beta4_pH[11,28,5] 0.660 0.209 0.262 0.655 1.095
beta4_pH[12,28,5] 0.866 0.593 -0.208 0.828 2.240
beta4_pH[13,28,5] 0.747 0.198 0.357 0.743 1.151
beta4_pH[14,28,5] 1.005 0.378 0.288 0.994 1.800
beta4_pH[15,28,5] 0.870 0.150 0.569 0.867 1.167
beta4_pH[16,28,5] 0.922 0.497 0.000 0.901 2.002
beta4_pH[1,29,5] 0.714 0.214 0.307 0.712 1.147
beta4_pH[2,29,5] 0.784 0.111 0.568 0.779 1.020
beta4_pH[3,29,5] 0.868 0.184 0.512 0.861 1.247
beta4_pH[4,29,5] 0.820 0.312 0.228 0.799 1.496
beta4_pH[5,29,5] 0.946 1.099 -0.975 0.834 3.487
beta4_pH[6,29,5] 1.976 2.958 -3.669 1.637 8.900
beta4_pH[7,29,5] 1.216 1.326 -1.105 1.091 4.044
beta4_pH[8,29,5] 0.854 0.596 -0.214 0.794 2.161
beta4_pH[9,29,5] 1.075 1.312 -1.040 0.902 4.102
beta4_pH[10,29,5] 0.740 0.234 0.300 0.733 1.239
beta4_pH[11,29,5] 0.662 0.207 0.262 0.657 1.090
beta4_pH[12,29,5] 0.873 0.585 -0.190 0.830 2.123
beta4_pH[13,29,5] 0.751 0.199 0.374 0.741 1.167
beta4_pH[14,29,5] 0.998 0.383 0.258 0.986 1.855
beta4_pH[15,29,5] 0.876 0.146 0.586 0.869 1.181
beta4_pH[16,29,5] 0.910 0.498 -0.001 0.874 1.961
beta4_pH[1,30,5] 0.707 0.222 0.285 0.705 1.169
beta4_pH[2,30,5] 0.788 0.109 0.573 0.786 1.007
beta4_pH[3,30,5] 0.870 0.179 0.540 0.866 1.241
beta4_pH[4,30,5] 0.827 0.305 0.246 0.814 1.507
beta4_pH[5,30,5] 0.890 1.082 -0.917 0.791 3.221
beta4_pH[6,30,5] 1.890 2.965 -3.593 1.608 8.733
beta4_pH[7,30,5] 1.287 1.353 -0.999 1.130 4.418
beta4_pH[8,30,5] 0.846 0.567 -0.180 0.801 2.129
beta4_pH[9,30,5] 1.020 1.229 -1.263 0.914 3.923
beta4_pH[10,30,5] 0.737 0.241 0.269 0.730 1.245
beta4_pH[11,30,5] 0.693 0.203 0.318 0.685 1.121
beta4_pH[12,30,5] 0.879 0.617 -0.255 0.835 2.246
beta4_pH[13,30,5] 0.803 0.191 0.435 0.795 1.197
beta4_pH[14,30,5] 1.062 0.363 0.430 1.038 1.857
beta4_pH[15,30,5] 0.872 0.144 0.597 0.869 1.172
beta4_pH[16,30,5] 0.970 0.491 0.126 0.940 2.079
beta4_pH[1,31,5] 0.707 0.216 0.299 0.701 1.135
beta4_pH[2,31,5] 0.787 0.110 0.568 0.784 1.009
beta4_pH[3,31,5] 0.868 0.180 0.516 0.867 1.225
beta4_pH[4,31,5] 0.836 0.307 0.257 0.818 1.505
beta4_pH[5,31,5] 0.918 1.090 -0.919 0.816 3.399
beta4_pH[6,31,5] 1.969 2.795 -3.154 1.660 8.479
beta4_pH[7,31,5] 1.273 1.294 -0.877 1.097 4.191
beta4_pH[8,31,5] 0.840 0.598 -0.273 0.806 2.141
beta4_pH[9,31,5] 1.039 1.196 -0.958 0.888 3.676
beta4_pH[10,31,5] 0.733 0.240 0.273 0.724 1.247
beta4_pH[11,31,5] 0.629 0.198 0.231 0.631 1.042
beta4_pH[12,31,5] 0.887 0.622 -0.267 0.843 2.281
beta4_pH[13,31,5] 0.826 0.194 0.477 0.814 1.249
beta4_pH[14,31,5] 1.029 0.371 0.377 1.002 1.847
beta4_pH[15,31,5] 0.874 0.142 0.595 0.871 1.161
beta4_pH[16,31,5] 0.980 0.506 0.099 0.934 2.128
beta4_pH[1,32,5] 0.711 0.224 0.277 0.702 1.167
beta4_pH[2,32,5] 0.784 0.107 0.572 0.784 0.999
beta4_pH[3,32,5] 0.873 0.177 0.526 0.867 1.233
beta4_pH[4,32,5] 0.829 0.310 0.246 0.815 1.493
beta4_pH[5,32,5] 0.894 1.090 -1.006 0.820 3.252
beta4_pH[6,32,5] 1.939 2.955 -3.453 1.593 8.953
beta4_pH[7,32,5] 1.242 1.333 -0.914 1.120 4.149
beta4_pH[8,32,5] 0.839 0.590 -0.281 0.801 2.128
beta4_pH[9,32,5] 0.986 1.204 -1.206 0.886 3.595
beta4_pH[10,32,5] 0.737 0.242 0.291 0.725 1.246
beta4_pH[11,32,5] 0.708 0.210 0.324 0.697 1.148
beta4_pH[12,32,5] 0.888 0.597 -0.186 0.860 2.158
beta4_pH[13,32,5] 0.802 0.191 0.438 0.796 1.211
beta4_pH[14,32,5] 1.086 0.354 0.467 1.062 1.881
beta4_pH[15,32,5] 0.877 0.146 0.589 0.875 1.192
beta4_pH[16,32,5] 1.007 0.520 0.078 0.959 2.192
beta4_pH[1,33,5] 0.710 0.222 0.274 0.708 1.169
beta4_pH[2,33,5] 0.785 0.110 0.575 0.784 1.016
beta4_pH[3,33,5] 0.866 0.178 0.525 0.862 1.210
beta4_pH[4,33,5] 0.830 0.309 0.240 0.812 1.488
beta4_pH[5,33,5] 0.923 1.080 -0.935 0.831 3.366
beta4_pH[6,33,5] 1.977 2.908 -3.232 1.609 8.923
beta4_pH[7,33,5] 1.274 1.364 -0.980 1.109 4.323
beta4_pH[8,33,5] 0.820 0.554 -0.277 0.798 1.975
beta4_pH[9,33,5] 1.036 1.233 -1.095 0.907 3.795
beta4_pH[10,33,5] 0.735 0.230 0.280 0.723 1.209
beta4_pH[11,33,5] 0.611 0.195 0.222 0.611 0.994
beta4_pH[12,33,5] 0.922 0.603 -0.162 0.876 2.341
beta4_pH[13,33,5] 0.770 0.187 0.409 0.765 1.171
beta4_pH[14,33,5] 1.059 0.358 0.420 1.028 1.835
beta4_pH[15,33,5] 0.903 0.149 0.625 0.897 1.213
beta4_pH[16,33,5] 1.002 0.517 0.087 0.956 2.186
beta4_pH[1,34,5] 0.710 0.226 0.253 0.709 1.181
beta4_pH[2,34,5] 0.791 0.111 0.573 0.790 1.015
beta4_pH[3,34,5] 0.872 0.184 0.535 0.869 1.243
beta4_pH[4,34,5] 0.823 0.305 0.264 0.811 1.481
beta4_pH[5,34,5] 0.933 1.072 -0.866 0.835 3.227
beta4_pH[6,34,5] 1.998 2.871 -3.223 1.684 8.446
beta4_pH[7,34,5] 1.270 1.310 -0.923 1.134 4.274
beta4_pH[8,34,5] 0.849 0.581 -0.196 0.814 2.140
beta4_pH[9,34,5] 1.057 1.259 -1.143 0.919 3.924
beta4_pH[10,34,5] 0.737 0.232 0.296 0.730 1.210
beta4_pH[11,34,5] 0.616 0.206 0.192 0.613 1.029
beta4_pH[12,34,5] 0.884 0.580 -0.127 0.840 2.197
beta4_pH[13,34,5] 0.819 0.199 0.459 0.804 1.254
beta4_pH[14,34,5] 0.990 0.388 0.239 0.974 1.812
beta4_pH[15,34,5] 0.902 0.148 0.613 0.901 1.197
beta4_pH[16,34,5] 1.001 0.505 0.124 0.960 2.166
beta4_pH[1,35,5] 0.410 0.142 0.194 0.391 0.748
beta4_pH[2,35,5] 0.783 0.086 0.632 0.779 0.970
beta4_pH[3,35,5] 1.024 0.165 0.734 1.014 1.376
beta4_pH[4,35,5] 0.583 0.212 0.272 0.546 1.104
beta4_pH[5,35,5] 0.126 0.095 0.028 0.100 0.361
beta4_pH[6,35,5] 0.751 0.634 0.131 0.570 2.394
beta4_pH[7,35,5] 2.374 1.936 0.443 1.865 7.526
beta4_pH[8,35,5] 0.519 0.264 0.186 0.463 1.181
beta4_pH[9,35,5] 0.615 0.535 0.097 0.451 2.063
beta4_pH[10,35,5] 0.631 0.137 0.410 0.613 0.935
beta4_pH[11,35,5] 0.818 0.212 0.466 0.795 1.284
beta4_pH[12,35,5] 1.512 0.962 0.408 1.263 3.978
beta4_pH[13,35,5] 0.745 0.110 0.546 0.737 0.986
beta4_pH[14,35,5] 0.872 0.283 0.436 0.832 1.514
beta4_pH[15,35,5] 0.887 0.119 0.678 0.877 1.150
beta4_pH[16,35,5] 0.635 0.301 0.244 0.573 1.389
beta4_pH[1,36,5] 0.916 0.211 0.577 0.892 1.399
beta4_pH[2,36,5] 0.859 0.109 0.664 0.854 1.087
beta4_pH[3,36,5] 0.873 0.155 0.618 0.859 1.212
beta4_pH[4,36,5] 0.766 0.234 0.412 0.733 1.355
beta4_pH[5,36,5] 0.687 0.771 0.070 0.448 2.893
beta4_pH[6,36,5] 5.923 4.376 0.832 4.654 17.167
beta4_pH[7,36,5] 1.134 0.644 0.351 0.988 2.678
beta4_pH[8,36,5] 0.923 0.394 0.375 0.849 1.866
beta4_pH[9,36,5] 0.531 0.377 0.132 0.433 1.477
beta4_pH[10,36,5] 0.459 0.127 0.259 0.441 0.754
beta4_pH[11,36,5] 0.550 0.107 0.373 0.540 0.786
beta4_pH[12,36,5] 0.835 0.454 0.288 0.734 1.976
beta4_pH[13,36,5] 0.849 0.140 0.612 0.836 1.162
beta4_pH[14,36,5] 1.311 0.438 0.646 1.241 2.369
beta4_pH[15,36,5] 0.996 0.139 0.758 0.985 1.288
beta4_pH[16,36,5] 1.040 0.408 0.463 0.964 2.090
beta4_pH[1,37,5] 0.770 0.185 0.469 0.745 1.192
beta4_pH[2,37,5] 0.772 0.087 0.616 0.769 0.960
beta4_pH[3,37,5] 0.907 0.134 0.677 0.895 1.192
beta4_pH[4,37,5] 0.751 0.230 0.406 0.720 1.285
beta4_pH[5,37,5] 1.092 1.180 0.118 0.716 4.332
beta4_pH[6,37,5] 2.032 2.037 0.245 1.380 8.157
beta4_pH[7,37,5] 1.225 0.798 0.321 1.039 3.385
beta4_pH[8,37,5] 0.958 0.387 0.402 0.893 1.879
beta4_pH[9,37,5] 1.811 1.866 0.207 1.218 6.939
beta4_pH[10,37,5] 0.772 0.152 0.514 0.761 1.104
beta4_pH[11,37,5] 0.844 0.163 0.569 0.828 1.210
beta4_pH[12,37,5] 0.778 0.492 0.205 0.656 2.038
beta4_pH[13,37,5] 0.651 0.099 0.478 0.643 0.869
beta4_pH[14,37,5] 1.095 0.375 0.524 1.043 1.979
beta4_pH[15,37,5] 0.714 0.100 0.535 0.706 0.930
beta4_pH[16,37,5] 0.611 0.191 0.321 0.585 1.067
beta4_pH[1,38,5] 0.737 0.149 0.485 0.722 1.071
beta4_pH[2,38,5] 0.710 0.082 0.563 0.705 0.885
beta4_pH[3,38,5] 0.898 0.160 0.625 0.884 1.256
beta4_pH[4,38,5] 0.904 0.248 0.522 0.864 1.481
beta4_pH[5,38,5] 0.505 0.404 0.102 0.395 1.550
beta4_pH[6,38,5] 1.668 2.038 0.133 0.966 7.656
beta4_pH[7,38,5] 0.510 0.299 0.147 0.440 1.313
beta4_pH[8,38,5] 0.766 0.299 0.341 0.714 1.471
beta4_pH[9,38,5] 1.556 1.123 0.381 1.283 4.494
beta4_pH[10,38,5] 0.724 0.165 0.461 0.703 1.085
beta4_pH[11,38,5] 0.532 0.132 0.322 0.515 0.833
beta4_pH[12,38,5] 0.785 0.499 0.200 0.656 2.091
beta4_pH[13,38,5] 0.974 0.192 0.656 0.957 1.406
beta4_pH[14,38,5] 0.853 0.256 0.448 0.823 1.460
beta4_pH[15,38,5] 0.853 0.095 0.680 0.847 1.053
beta4_pH[16,38,5] 0.900 0.397 0.368 0.825 1.877
beta4_pH[1,39,5] 0.698 0.142 0.458 0.680 1.013
beta4_pH[2,39,5] 0.868 0.104 0.685 0.862 1.093
beta4_pH[3,39,5] 0.837 0.119 0.629 0.828 1.090
beta4_pH[4,39,5] 0.842 0.282 0.417 0.799 1.504
beta4_pH[5,39,5] 1.117 1.208 0.129 0.744 4.410
beta4_pH[6,39,5] 0.493 0.667 0.040 0.290 2.178
beta4_pH[7,39,5] 1.885 1.768 0.288 1.386 6.425
beta4_pH[8,39,5] 1.408 0.781 0.442 1.241 3.462
beta4_pH[9,39,5] 2.020 1.656 0.378 1.527 6.535
beta4_pH[10,39,5] 0.761 0.211 0.438 0.728 1.263
beta4_pH[11,39,5] 0.721 0.175 0.440 0.701 1.117
beta4_pH[12,39,5] 0.776 0.450 0.230 0.668 1.896
beta4_pH[13,39,5] 0.794 0.133 0.563 0.781 1.081
beta4_pH[14,39,5] 1.071 0.379 0.507 1.015 1.985
beta4_pH[15,39,5] 1.006 0.110 0.812 1.001 1.235
beta4_pH[16,39,5] 0.947 0.401 0.400 0.876 1.917
beta4_pH[1,40,5] 0.773 0.132 0.548 0.760 1.068
beta4_pH[2,40,5] 0.765 0.085 0.611 0.759 0.945
beta4_pH[3,40,5] 0.922 0.146 0.677 0.907 1.253
beta4_pH[4,40,5] 0.890 0.216 0.545 0.869 1.375
beta4_pH[5,40,5] 0.323 0.231 0.074 0.267 0.910
beta4_pH[6,40,5] 2.072 2.122 0.234 1.420 7.471
beta4_pH[7,40,5] 1.562 1.404 0.268 1.167 4.973
beta4_pH[8,40,5] 0.361 0.288 0.072 0.276 1.124
beta4_pH[9,40,5] 0.531 0.539 0.072 0.381 1.899
beta4_pH[10,40,5] 0.922 0.254 0.530 0.883 1.543
beta4_pH[11,40,5] 0.473 0.113 0.291 0.460 0.739
beta4_pH[12,40,5] 0.658 0.396 0.191 0.558 1.667
beta4_pH[13,40,5] 0.833 0.125 0.614 0.825 1.103
beta4_pH[14,40,5] 0.828 0.269 0.417 0.791 1.457
beta4_pH[15,40,5] 0.849 0.093 0.679 0.845 1.045
beta4_pH[16,40,5] 1.204 0.518 0.498 1.095 2.494
beta4_pH[1,41,5] 0.609 0.129 0.400 0.596 0.898
beta4_pH[2,41,5] 0.789 0.104 0.607 0.782 1.007
beta4_pH[3,41,5] 0.884 0.143 0.638 0.877 1.200
beta4_pH[4,41,5] 0.861 0.374 0.349 0.783 1.810
beta4_pH[5,41,5] 1.416 0.792 0.443 1.230 3.547
beta4_pH[6,41,5] 2.965 3.039 0.301 1.951 12.299
beta4_pH[7,41,5] 0.802 0.457 0.242 0.699 1.951
beta4_pH[8,41,5] 1.209 0.741 0.339 1.032 3.126
beta4_pH[9,41,5] 0.507 0.516 0.059 0.343 1.981
beta4_pH[10,41,5] 0.778 0.173 0.487 0.762 1.174
beta4_pH[11,41,5] 0.802 0.204 0.469 0.781 1.263
beta4_pH[12,41,5] 0.976 0.488 0.343 0.870 2.184
beta4_pH[13,41,5] 0.732 0.118 0.529 0.722 0.993
beta4_pH[14,41,5] 1.183 0.353 0.622 1.135 2.044
beta4_pH[15,41,5] 0.792 0.097 0.619 0.786 0.999
beta4_pH[16,41,5] 1.083 0.557 0.374 0.959 2.517
beta4_pH[1,42,5] 0.670 0.139 0.435 0.656 0.978
beta4_pH[2,42,5] 0.783 0.097 0.613 0.777 0.995
beta4_pH[3,42,5] 0.795 0.156 0.535 0.775 1.146
beta4_pH[4,42,5] 0.968 0.315 0.491 0.922 1.691
beta4_pH[5,42,5] 1.412 1.512 0.162 0.930 5.505
beta4_pH[6,42,5] 0.342 0.265 0.069 0.268 1.001
beta4_pH[7,42,5] 0.963 0.603 0.260 0.822 2.497
beta4_pH[8,42,5] 0.775 0.342 0.315 0.709 1.617
beta4_pH[9,42,5] 0.805 0.592 0.178 0.647 2.323
beta4_pH[10,42,5] 0.919 0.205 0.571 0.900 1.376
beta4_pH[11,42,5] 0.621 0.130 0.410 0.606 0.919
beta4_pH[12,42,5] 0.843 0.390 0.323 0.763 1.813
beta4_pH[13,42,5] 0.543 0.165 0.284 0.523 0.918
beta4_pH[14,42,5] 0.841 0.255 0.433 0.805 1.427
beta4_pH[15,42,5] 0.930 0.094 0.762 0.926 1.126
beta4_pH[16,42,5] 0.601 0.225 0.273 0.562 1.132
beta4_pH[1,43,5] 0.806 0.194 0.488 0.786 1.264
beta4_pH[2,43,5] 0.753 0.080 0.609 0.749 0.921
beta4_pH[3,43,5] 0.668 0.097 0.500 0.659 0.888
beta4_pH[4,43,5] 0.845 0.279 0.429 0.804 1.499
beta4_pH[5,43,5] 1.596 0.739 0.614 1.433 3.384
beta4_pH[6,43,5] 1.153 0.901 0.233 0.890 3.492
beta4_pH[7,43,5] 0.708 0.582 0.124 0.548 2.218
beta4_pH[8,43,5] 0.644 0.290 0.250 0.587 1.376
beta4_pH[9,43,5] 1.174 1.109 0.164 0.842 4.112
beta4_pH[10,43,5] 0.677 0.143 0.436 0.664 0.988
beta4_pH[11,43,5] 0.621 0.122 0.407 0.613 0.882
beta4_pH[12,43,5] 0.771 0.362 0.276 0.695 1.638
beta4_pH[13,43,5] 0.597 0.120 0.392 0.587 0.855
beta4_pH[14,43,5] 0.884 0.225 0.512 0.858 1.383
beta4_pH[15,43,5] 0.847 0.100 0.669 0.841 1.068
beta4_pH[16,43,5] 1.275 0.486 0.593 1.194 2.436
beta4_pH[1,44,5] 0.615 0.164 0.356 0.595 0.981
beta4_pH[2,44,5] 0.704 0.081 0.560 0.699 0.874
beta4_pH[3,44,5] 0.634 0.099 0.462 0.629 0.856
beta4_pH[4,44,5] 0.830 0.200 0.502 0.809 1.278
beta4_pH[5,44,5] 1.248 0.600 0.446 1.112 2.760
beta4_pH[6,44,5] 1.339 1.604 0.132 0.806 6.039
beta4_pH[7,44,5] 1.168 0.663 0.365 1.007 2.907
beta4_pH[8,44,5] 0.449 0.298 0.113 0.372 1.226
beta4_pH[9,44,5] 1.006 0.872 0.162 0.749 3.454
beta4_pH[10,44,5] 0.629 0.160 0.377 0.608 0.997
beta4_pH[11,44,5] 0.352 0.120 0.171 0.336 0.636
beta4_pH[12,44,5] 0.610 0.326 0.202 0.536 1.422
beta4_pH[13,44,5] 0.532 0.097 0.369 0.524 0.742
beta4_pH[14,44,5] 0.675 0.175 0.397 0.653 1.085
beta4_pH[15,44,5] 0.634 0.081 0.490 0.629 0.813
beta4_pH[16,44,5] 0.474 0.208 0.191 0.435 0.990
beta4_pH[1,45,5] 0.790 0.189 0.485 0.767 1.216
beta4_pH[2,45,5] 0.708 0.088 0.546 0.702 0.901
beta4_pH[3,45,5] 0.768 0.141 0.528 0.756 1.076
beta4_pH[4,45,5] 0.752 0.192 0.449 0.727 1.187
beta4_pH[5,45,5] 0.945 1.074 0.101 0.607 3.727
beta4_pH[6,45,5] 1.232 1.184 0.176 0.897 4.198
beta4_pH[7,45,5] 0.692 0.575 0.127 0.538 2.242
beta4_pH[8,45,5] 1.194 0.520 0.463 1.105 2.465
beta4_pH[9,45,5] 0.105 0.121 0.011 0.068 0.422
beta4_pH[10,45,5] 0.853 0.210 0.516 0.825 1.346
beta4_pH[11,45,5] 0.460 0.099 0.291 0.451 0.675
beta4_pH[12,45,5] 0.619 0.249 0.268 0.577 1.220
beta4_pH[13,45,5] 0.460 0.076 0.332 0.453 0.627
beta4_pH[14,45,5] 0.746 0.178 0.457 0.730 1.148
beta4_pH[15,45,5] 0.511 0.072 0.386 0.507 0.664
beta4_pH[16,45,5] 0.316 0.196 0.085 0.270 0.852
beta4_pH[1,46,5] 0.800 0.164 0.531 0.783 1.168
beta4_pH[2,46,5] 0.678 0.097 0.509 0.669 0.889
beta4_pH[3,46,5] 0.760 0.117 0.560 0.749 1.008
beta4_pH[4,46,5] 0.879 0.326 0.397 0.825 1.675
beta4_pH[5,46,5] 1.125 0.602 0.366 0.988 2.695
beta4_pH[6,46,5] 1.472 1.914 0.105 0.886 6.496
beta4_pH[7,46,5] 1.681 1.263 0.364 1.327 4.929
beta4_pH[8,46,5] 1.092 0.499 0.427 0.997 2.347
beta4_pH[9,46,5] 1.656 1.634 0.227 1.185 6.105
beta4_pH[10,46,5] 0.663 0.174 0.387 0.639 1.057
beta4_pH[11,46,5] 0.709 0.158 0.449 0.693 1.048
beta4_pH[12,46,5] 1.122 0.586 0.375 1.008 2.553
beta4_pH[13,46,5] 0.599 0.173 0.327 0.573 0.991
beta4_pH[14,46,5] 0.976 0.319 0.477 0.930 1.692
beta4_pH[15,46,5] 0.621 0.075 0.487 0.618 0.784
beta4_pH[16,46,5] 0.727 0.316 0.298 0.666 1.507
beta4_pH[1,47,5] 0.625 0.148 0.394 0.608 0.958
beta4_pH[2,47,5] 0.768 0.112 0.575 0.757 1.017
beta4_pH[3,47,5] 0.772 0.116 0.571 0.764 1.024
beta4_pH[4,47,5] 0.540 0.223 0.227 0.496 1.086
beta4_pH[5,47,5] 0.112 0.082 0.024 0.091 0.320
beta4_pH[6,47,5] 0.187 0.134 0.042 0.154 0.517
beta4_pH[7,47,5] 0.478 0.397 0.079 0.353 1.531
beta4_pH[8,47,5] 0.842 0.566 0.194 0.686 2.333
beta4_pH[9,47,5] 0.465 0.589 0.039 0.283 1.973
beta4_pH[10,47,5] 0.839 0.267 0.436 0.803 1.472
beta4_pH[11,47,5] 0.578 0.117 0.382 0.567 0.832
beta4_pH[12,47,5] 1.623 0.970 0.479 1.389 4.130
beta4_pH[13,47,5] 0.672 0.114 0.481 0.663 0.921
beta4_pH[14,47,5] 0.765 0.257 0.375 0.726 1.368
beta4_pH[15,47,5] 0.713 0.116 0.510 0.705 0.961
beta4_pH[16,47,5] 0.907 0.356 0.389 0.847 1.780
beta0_pelagic[1] 2.241 0.154 1.943 2.237 2.550
beta0_pelagic[2] 1.522 0.141 1.266 1.517 1.803
beta0_pelagic[3] -0.206 0.583 -1.248 -0.084 0.721
beta0_pelagic[4] 0.309 0.242 -0.074 0.281 0.913
beta0_pelagic[5] 1.439 0.219 1.014 1.440 1.864
beta0_pelagic[6] 1.339 0.160 1.031 1.337 1.655
beta0_pelagic[7] 1.561 0.149 1.275 1.564 1.853
beta0_pelagic[8] 1.763 0.150 1.466 1.761 2.060
beta0_pelagic[9] 2.702 0.164 2.378 2.701 3.020
beta0_pelagic[10] 2.490 0.142 2.208 2.490 2.770
beta0_pelagic[11] 0.060 0.179 -0.262 0.054 0.382
beta0_pelagic[12] 1.731 0.148 1.424 1.735 2.014
beta0_pelagic[13] -0.006 0.457 -0.853 0.179 0.575
beta0_pelagic[14] -0.436 0.287 -1.033 -0.401 0.086
beta0_pelagic[15] -0.233 0.166 -0.524 -0.221 0.111
beta0_pelagic[16] -0.330 0.516 -1.337 -0.160 0.414
beta1_pelagic[1] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[2] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[3] 1.117 0.687 0.161 0.884 2.438
beta1_pelagic[4] 0.810 0.241 0.271 0.833 1.204
beta1_pelagic[5] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[6] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[7] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[8] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[9] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[10] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[11] 0.860 0.187 0.506 0.851 1.187
beta1_pelagic[12] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[13] 1.008 0.579 0.057 0.908 2.123
beta1_pelagic[14] 1.793 0.528 1.023 1.649 2.847
beta1_pelagic[15] 0.091 0.100 0.011 0.051 0.377
beta1_pelagic[16] 1.374 0.783 0.536 0.957 2.974
beta2_pelagic[1] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[2] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[3] 5.381 6.027 0.087 3.233 21.073
beta2_pelagic[4] 7.819 6.076 0.600 6.455 23.359
beta2_pelagic[5] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[6] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[7] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[8] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[9] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[10] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[11] 2.256 1.626 0.336 1.856 6.267
beta2_pelagic[12] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[13] 1.552 1.731 0.110 0.758 5.959
beta2_pelagic[14] 1.324 1.347 0.208 0.827 5.145
beta2_pelagic[15] 2.474 1.933 0.077 2.079 7.175
beta2_pelagic[16] 1.501 1.726 0.073 0.796 6.133
beta3_pelagic[1] 28.975 6.400 18.571 28.928 39.467
beta3_pelagic[2] 28.857 6.406 18.546 28.779 39.367
beta3_pelagic[3] 25.958 4.025 18.775 25.301 32.249
beta3_pelagic[4] 25.854 1.886 22.372 25.999 29.576
beta3_pelagic[5] 29.103 6.305 18.617 29.055 39.379
beta3_pelagic[6] 29.135 6.370 18.539 29.117 39.494
beta3_pelagic[7] 28.863 6.305 18.517 28.994 39.336
beta3_pelagic[8] 28.847 6.384 18.542 28.766 39.440
beta3_pelagic[9] 29.116 6.385 18.557 29.203 39.503
beta3_pelagic[10] 29.067 6.364 18.524 29.085 39.479
beta3_pelagic[11] 30.146 1.561 27.077 30.110 33.477
beta3_pelagic[12] 28.794 6.392 18.526 28.509 39.446
beta3_pelagic[13] 32.548 4.618 23.252 33.943 39.106
beta3_pelagic[14] 34.041 1.786 30.688 34.102 37.691
beta3_pelagic[15] 30.004 6.601 18.607 30.565 39.709
beta3_pelagic[16] 30.517 3.029 22.865 30.772 35.512
beta0_yellow[1] -0.476 0.163 -0.811 -0.476 -0.161
beta0_yellow[2] 0.578 0.191 0.171 0.575 0.946
beta0_yellow[3] -0.102 0.200 -0.502 -0.090 0.261
beta0_yellow[4] 1.009 0.208 0.538 1.014 1.383
beta0_yellow[5] 0.398 0.358 -0.395 0.451 0.982
beta0_yellow[6] 0.827 0.175 0.484 0.827 1.166
beta0_yellow[7] 0.971 0.171 0.653 0.966 1.326
beta0_yellow[8] 1.052 0.182 0.704 1.047 1.415
beta0_yellow[9] 0.539 0.182 0.171 0.544 0.877
beta0_yellow[10] 0.718 0.143 0.441 0.719 0.996
beta0_yellow[11] 1.270 0.155 0.978 1.272 1.560
beta0_yellow[12] -0.906 0.189 -1.273 -0.906 -0.534
beta0_yellow[13] 0.029 0.152 -0.259 0.026 0.333
beta0_yellow[14] 0.745 0.163 0.423 0.743 1.057
beta0_yellow[15] -0.325 0.157 -0.611 -0.328 -0.002
beta0_yellow[16] 0.241 0.154 -0.073 0.240 0.536
beta1_yellow[1] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[2] 0.970 0.279 0.432 0.974 1.554
beta1_yellow[3] 0.347 0.254 0.013 0.327 0.898
beta1_yellow[4] 1.286 0.705 0.480 1.142 3.582
beta1_yellow[5] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[6] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[7] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[8] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[9] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[10] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[11] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[12] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[13] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[14] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[15] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[16] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[1] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[2] -6.322 5.301 -19.972 -4.761 -0.329
beta2_yellow[3] -7.843 5.934 -21.879 -6.442 -0.366
beta2_yellow[4] -5.858 5.537 -19.592 -4.380 -0.158
beta2_yellow[5] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[6] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[7] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[8] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[9] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[10] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[11] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[12] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[13] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[14] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[15] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[16] 0.000 0.000 0.000 0.000 0.000
beta3_yellow[1] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[2] 29.162 1.592 26.741 28.904 32.902
beta3_yellow[3] 32.104 4.555 21.631 32.307 40.399
beta3_yellow[4] 27.737 3.154 19.857 27.538 33.928
beta3_yellow[5] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[6] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[7] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[8] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[9] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[10] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[11] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[12] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[13] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[14] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[15] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[16] 25.000 0.000 25.000 25.000 25.000
beta0_black[1] 0.001 0.155 -0.297 0.000 0.313
beta0_black[2] 1.893 0.140 1.627 1.890 2.177
beta0_black[3] 1.375 0.143 1.085 1.374 1.654
beta0_black[4] 2.490 0.146 2.199 2.492 2.777
beta0_black[5] 4.603 2.126 1.827 4.131 10.128
beta0_black[6] 4.477 2.045 2.158 3.938 9.978
beta0_black[7] 3.312 1.845 1.276 2.823 8.294
beta0_black[8] 0.959 0.237 0.507 0.962 1.436
beta0_black[9] 2.593 0.265 2.079 2.596 3.124
beta0_black[10] 1.381 0.143 1.101 1.381 1.664
beta0_black[11] 2.977 0.151 2.676 2.980 3.269
beta0_black[12] 4.798 0.201 4.398 4.795 5.187
beta0_black[13] 0.248 0.188 0.008 0.210 0.680
beta0_black[14] 2.852 0.162 2.529 2.850 3.173
beta0_black[15] 1.289 0.156 0.990 1.286 1.596
beta0_black[16] 3.764 0.159 3.442 3.762 4.067
beta2_black[1] 0.000 0.000 0.000 0.000 0.000
beta2_black[2] 0.000 0.000 0.000 0.000 0.000
beta2_black[3] 0.000 0.000 0.000 0.000 0.000
beta2_black[4] 0.000 0.000 0.000 0.000 0.000
beta2_black[5] 0.000 0.000 0.000 0.000 0.000
beta2_black[6] 0.000 0.000 0.000 0.000 0.000
beta2_black[7] 0.000 0.000 0.000 0.000 0.000
beta2_black[8] 0.000 0.000 0.000 0.000 0.000
beta2_black[9] 0.000 0.000 0.000 0.000 0.000
beta2_black[10] 0.000 0.000 0.000 0.000 0.000
beta2_black[11] 0.000 0.000 0.000 0.000 0.000
beta2_black[12] 0.000 0.000 0.000 0.000 0.000
beta2_black[13] -2.589 1.630 -6.651 -2.175 -0.570
beta2_black[14] 0.000 0.000 0.000 0.000 0.000
beta2_black[15] 0.000 0.000 0.000 0.000 0.000
beta2_black[16] 0.000 0.000 0.000 0.000 0.000
beta3_black[1] 25.000 0.000 25.000 25.000 25.000
beta3_black[2] 25.000 0.000 25.000 25.000 25.000
beta3_black[3] 25.000 0.000 25.000 25.000 25.000
beta3_black[4] 25.000 0.000 25.000 25.000 25.000
beta3_black[5] 25.000 0.000 25.000 25.000 25.000
beta3_black[6] 25.000 0.000 25.000 25.000 25.000
beta3_black[7] 25.000 0.000 25.000 25.000 25.000
beta3_black[8] 25.000 0.000 25.000 25.000 25.000
beta3_black[9] 25.000 0.000 25.000 25.000 25.000
beta3_black[10] 25.000 0.000 25.000 25.000 25.000
beta3_black[11] 25.000 0.000 25.000 25.000 25.000
beta3_black[12] 25.000 0.000 25.000 25.000 25.000
beta3_black[13] 38.960 0.799 37.116 39.086 40.250
beta3_black[14] 25.000 0.000 25.000 25.000 25.000
beta3_black[15] 25.000 0.000 25.000 25.000 25.000
beta3_black[16] 25.000 0.000 25.000 25.000 25.000
beta4_black[1] -0.265 0.208 -0.686 -0.269 0.137
beta4_black[2] 0.267 0.199 -0.123 0.268 0.648
beta4_black[3] -1.008 0.203 -1.405 -1.010 -0.614
beta4_black[4] 0.505 0.229 0.066 0.505 0.952
beta4_black[5] 0.800 1.657 -1.238 0.444 5.012
beta4_black[6] 0.909 1.633 -0.895 0.533 4.701
beta4_black[7] 0.722 1.451 -1.066 0.429 4.355
beta4_black[8] -0.258 0.327 -0.909 -0.253 0.364
beta4_black[9] 0.980 0.884 -0.222 0.783 3.161
beta4_black[10] 0.053 0.192 -0.328 0.053 0.436
beta4_black[11] -0.608 0.207 -1.024 -0.613 -0.198
beta4_black[12] 0.481 0.339 -0.179 0.478 1.143
beta4_black[13] -1.306 0.219 -1.745 -1.302 -0.893
beta4_black[14] 0.019 0.250 -0.476 0.018 0.525
beta4_black[15] -1.023 0.207 -1.421 -1.023 -0.626
beta4_black[16] -0.483 0.229 -0.925 -0.484 -0.023
beta0_dsr[11] 0.050 0.156 -0.259 0.059 0.334
beta0_dsr[12] 1.533 0.195 1.155 1.533 1.918
beta0_dsr[13] 0.279 0.167 -0.060 0.286 0.581
beta0_dsr[14] 0.302 0.178 -0.041 0.308 0.654
beta0_dsr[15] 0.198 0.150 -0.099 0.201 0.483
beta0_dsr[16] 0.347 0.182 -0.052 0.344 0.702
beta1_dsr[11] 0.000 0.000 0.000 0.000 0.000
beta1_dsr[12] 0.000 0.000 0.000 0.000 0.000
beta1_dsr[13] 0.000 0.000 0.000 0.000 0.000
beta1_dsr[14] 0.000 0.000 0.000 0.000 0.000
beta1_dsr[15] 0.000 0.000 0.000 0.000 0.000
beta1_dsr[16] 0.000 0.000 0.000 0.000 0.000
beta4_dsr[11] 0.323 0.220 -0.118 0.325 0.756
beta4_dsr[12] 0.716 0.345 0.038 0.713 1.393
beta4_dsr[13] -0.100 0.232 -0.553 -0.105 0.377
beta4_dsr[14] -0.665 0.264 -1.175 -0.670 -0.152
beta4_dsr[15] 0.459 0.230 0.026 0.452 0.920
beta4_dsr[16] -0.065 0.245 -0.536 -0.063 0.425
beta0_slope[11] -2.653 0.177 -3.005 -2.651 -2.319
beta0_slope[12] -5.586 0.321 -6.235 -5.570 -4.973
beta0_slope[13] -1.481 0.182 -1.831 -1.485 -1.101
beta0_slope[14] -3.040 0.190 -3.398 -3.040 -2.666
beta0_slope[15] -1.531 0.179 -1.875 -1.534 -1.172
beta0_slope[16] -2.829 0.183 -3.187 -2.827 -2.470
beta1_slope[11] 0.000 0.000 0.000 0.000 0.000
beta1_slope[12] 0.000 0.000 0.000 0.000 0.000
beta1_slope[13] 0.000 0.000 0.000 0.000 0.000
beta1_slope[14] 0.000 0.000 0.000 0.000 0.000
beta1_slope[15] 0.000 0.000 0.000 0.000 0.000
beta1_slope[16] 0.000 0.000 0.000 0.000 0.000
beta4_slope[11] -0.015 0.248 -0.503 -0.020 0.467
beta4_slope[12] -3.006 0.926 -4.872 -2.974 -1.265
beta4_slope[13] 0.233 0.243 -0.262 0.239 0.699
beta4_slope[14] 0.284 0.294 -0.284 0.284 0.851
beta4_slope[15] -0.603 0.236 -1.084 -0.601 -0.141
beta4_slope[16] -0.067 0.261 -0.577 -0.062 0.440
beta5_slope[11] 2.386 0.306 1.798 2.381 2.992
beta5_slope[12] 1.406 0.503 0.438 1.397 2.399
beta5_slope[13] 1.212 0.298 0.649 1.211 1.791
beta5_slope[14] 4.087 0.571 3.019 4.079 5.239
beta5_slope[15] 1.532 0.288 0.954 1.541 2.096
beta5_slope[16] 2.655 0.408 1.879 2.649 3.480
sigma_H[1] 0.169 0.047 0.082 0.165 0.269
sigma_H[2] 0.189 0.032 0.134 0.186 0.258
sigma_H[3] 0.182 0.039 0.117 0.180 0.269
sigma_H[4] 0.409 0.076 0.280 0.400 0.576
sigma_H[5] 1.013 0.215 0.633 1.000 1.472
sigma_H[6] 0.379 0.196 0.021 0.373 0.804
sigma_H[7] 0.305 0.062 0.212 0.297 0.450
sigma_H[8] 0.438 0.092 0.302 0.424 0.660
sigma_H[9] 0.471 0.102 0.314 0.457 0.710
sigma_H[10] 0.215 0.039 0.149 0.211 0.303
sigma_H[11] 0.275 0.045 0.200 0.270 0.377
sigma_H[12] 0.451 0.172 0.205 0.437 0.792
sigma_H[13] 0.223 0.038 0.159 0.220 0.307
sigma_H[14] 0.493 0.095 0.325 0.485 0.704
sigma_H[15] 0.247 0.040 0.177 0.243 0.334
sigma_H[16] 0.231 0.043 0.160 0.227 0.331
lambda_H[1] 2.191 2.468 0.162 1.401 9.168
lambda_H[2] 5.492 5.333 0.511 3.950 20.149
lambda_H[3] 6.061 7.386 0.355 3.717 25.294
lambda_H[4] 0.007 0.005 0.001 0.006 0.018
lambda_H[5] 2.851 6.260 0.024 0.658 21.271
lambda_H[6] 7.667 14.748 0.007 0.820 51.570
lambda_H[7] 0.013 0.009 0.002 0.010 0.037
lambda_H[8] 8.017 10.483 0.024 4.211 36.918
lambda_H[9] 0.016 0.011 0.003 0.014 0.044
lambda_H[10] 0.224 0.331 0.027 0.156 0.731
lambda_H[11] 0.265 0.348 0.012 0.143 1.241
lambda_H[12] 4.880 6.538 0.198 2.830 22.271
lambda_H[13] 3.494 3.326 0.278 2.596 11.444
lambda_H[14] 3.176 3.774 0.220 2.030 12.668
lambda_H[15] 0.027 0.040 0.003 0.017 0.109
lambda_H[16] 1.535 2.107 0.070 0.860 6.746
mu_lambda_H[1] 4.119 1.886 1.160 3.905 8.335
mu_lambda_H[2] 3.815 1.989 0.500 3.626 7.852
mu_lambda_H[3] 3.469 1.802 0.772 3.204 7.594
sigma_lambda_H[1] 8.036 4.209 1.837 7.292 17.694
sigma_lambda_H[2] 8.454 4.790 0.855 7.876 18.668
sigma_lambda_H[3] 6.017 3.764 0.984 5.235 15.500
beta_H[1,1] 6.666 1.034 4.280 6.790 8.337
beta_H[2,1] 9.753 0.619 8.401 9.782 10.890
beta_H[3,1] 7.917 0.704 6.252 7.979 9.158
beta_H[4,1] 10.081 7.894 -6.242 10.064 25.571
beta_H[5,1] 0.007 2.628 -5.989 0.219 4.449
beta_H[6,1] 3.253 4.115 -7.614 4.719 8.136
beta_H[7,1] 0.425 5.940 -12.746 0.811 11.141
beta_H[8,1] 1.748 5.619 -2.775 1.227 5.140
beta_H[9,1] 13.253 5.472 2.503 13.361 24.038
beta_H[10,1] 6.925 1.849 3.185 6.942 10.574
beta_H[11,1] 5.315 3.392 -2.623 6.093 9.905
beta_H[12,1] 2.587 1.097 0.608 2.533 4.950
beta_H[13,1] 9.057 0.924 7.160 9.129 10.550
beta_H[14,1] 2.168 1.070 0.091 2.197 4.205
beta_H[15,1] -5.738 3.851 -12.651 -6.021 2.486
beta_H[16,1] 3.121 2.144 -0.798 3.007 8.155
beta_H[1,2] 7.795 0.244 7.296 7.804 8.260
beta_H[2,2] 9.885 0.168 9.555 9.883 10.219
beta_H[3,2] 8.881 0.179 8.541 8.879 9.245
beta_H[4,2] 3.268 1.471 0.387 3.257 6.213
beta_H[5,2] 1.967 1.003 0.011 1.990 3.929
beta_H[6,2] 5.824 1.147 3.024 6.048 7.511
beta_H[7,2] 2.726 1.141 0.663 2.646 5.128
beta_H[8,2] 2.871 1.466 0.373 3.118 4.258
beta_H[9,2] 3.305 1.083 1.239 3.256 5.597
beta_H[10,2] 7.939 0.375 7.163 7.958 8.617
beta_H[11,2] 9.738 0.620 8.853 9.604 11.162
beta_H[12,2] 3.949 0.380 3.254 3.925 4.717
beta_H[13,2] 9.135 0.249 8.677 9.130 9.627
beta_H[14,2] 4.017 0.363 3.306 4.015 4.750
beta_H[15,2] 11.287 0.703 9.855 11.320 12.573
beta_H[16,2] 4.667 0.810 3.048 4.690 6.203
beta_H[1,3] 8.482 0.234 8.060 8.468 8.957
beta_H[2,3] 9.888 0.144 9.611 9.883 10.189
beta_H[3,3] 9.629 0.153 9.326 9.628 9.939
beta_H[4,3] -2.307 0.878 -4.079 -2.290 -0.548
beta_H[5,3] 4.004 0.644 2.669 4.019 5.194
beta_H[6,3] 8.279 1.235 6.595 7.880 10.941
beta_H[7,3] -2.821 0.676 -4.141 -2.819 -1.500
beta_H[8,3] 5.330 0.689 4.664 5.210 6.995
beta_H[9,3] -2.619 0.700 -4.075 -2.599 -1.248
beta_H[10,3] 8.659 0.291 8.098 8.658 9.218
beta_H[11,3] 8.590 0.287 7.945 8.616 9.101
beta_H[12,3] 5.264 0.318 4.497 5.302 5.780
beta_H[13,3] 8.873 0.179 8.533 8.874 9.222
beta_H[14,3] 5.725 0.282 5.107 5.746 6.210
beta_H[15,3] 10.434 0.325 9.804 10.433 11.055
beta_H[16,3] 6.620 0.558 5.353 6.687 7.514
beta_H[1,4] 8.190 0.156 7.856 8.198 8.486
beta_H[2,4] 9.859 0.128 9.584 9.868 10.087
beta_H[3,4] 10.160 0.142 9.853 10.168 10.411
beta_H[4,4] 11.694 0.444 10.812 11.697 12.566
beta_H[5,4] 5.726 0.798 4.470 5.623 7.561
beta_H[6,4] 7.213 0.956 5.017 7.510 8.441
beta_H[7,4] 8.280 0.360 7.534 8.294 8.972
beta_H[8,4] 6.676 0.313 5.895 6.710 7.124
beta_H[9,4] 7.102 0.430 6.256 7.105 7.960
beta_H[10,4] 7.415 0.228 6.989 7.407 7.886
beta_H[11,4] 9.410 0.202 9.023 9.411 9.803
beta_H[12,4] 7.149 0.216 6.751 7.142 7.594
beta_H[13,4] 9.047 0.145 8.751 9.053 9.322
beta_H[14,4] 7.731 0.214 7.303 7.732 8.147
beta_H[15,4] 9.454 0.238 8.989 9.455 9.922
beta_H[16,4] 9.203 0.212 8.849 9.183 9.663
beta_H[1,5] 8.786 0.139 8.495 8.790 9.043
beta_H[2,5] 10.613 0.100 10.421 10.608 10.826
beta_H[3,5] 10.796 0.139 10.548 10.788 11.091
beta_H[4,5] 8.333 0.455 7.467 8.320 9.300
beta_H[5,5] 5.297 0.656 3.721 5.400 6.346
beta_H[6,5] 8.987 0.679 8.063 8.788 10.580
beta_H[7,5] 6.785 0.337 6.143 6.778 7.472
beta_H[8,5] 8.216 0.260 7.846 8.190 8.823
beta_H[9,5] 8.197 0.433 7.353 8.200 9.083
beta_H[10,5] 9.934 0.223 9.503 9.938 10.368
beta_H[11,5] 11.531 0.224 11.085 11.529 11.967
beta_H[12,5] 8.489 0.201 8.077 8.485 8.895
beta_H[13,5] 10.048 0.138 9.791 10.043 10.336
beta_H[14,5] 9.195 0.222 8.786 9.182 9.661
beta_H[15,5] 11.215 0.247 10.724 11.217 11.687
beta_H[16,5] 9.927 0.164 9.587 9.934 10.237
beta_H[1,6] 10.099 0.173 9.767 10.091 10.466
beta_H[2,6] 11.445 0.119 11.207 11.448 11.685
beta_H[3,6] 10.634 0.145 10.333 10.639 10.898
beta_H[4,6] 12.783 0.798 11.130 12.800 14.279
beta_H[5,6] 5.939 0.625 4.787 5.918 7.277
beta_H[6,6] 8.803 0.705 6.913 8.957 9.746
beta_H[7,6] 9.849 0.575 8.724 9.860 10.945
beta_H[8,6] 9.484 0.355 8.799 9.520 9.948
beta_H[9,6] 8.424 0.721 7.038 8.431 9.874
beta_H[10,6] 9.237 0.333 8.504 9.255 9.818
beta_H[11,6] 10.823 0.337 10.097 10.853 11.386
beta_H[12,6] 9.382 0.260 8.877 9.370 9.926
beta_H[13,6] 11.009 0.156 10.717 11.007 11.311
beta_H[14,6] 9.789 0.280 9.219 9.796 10.339
beta_H[15,6] 10.802 0.425 9.968 10.811 11.651
beta_H[16,6] 10.539 0.215 10.072 10.550 10.946
beta_H[1,7] 10.922 0.820 8.999 11.004 12.315
beta_H[2,7] 12.268 0.502 11.257 12.260 13.270
beta_H[3,7] 10.320 0.579 9.036 10.369 11.320
beta_H[4,7] 2.495 4.085 -5.225 2.376 10.989
beta_H[5,7] 6.584 2.016 2.786 6.466 11.269
beta_H[6,7] 9.700 2.457 4.718 9.596 16.038
beta_H[7,7] 10.623 2.919 4.856 10.609 16.347
beta_H[8,7] 11.045 1.359 9.392 10.913 13.855
beta_H[9,7] 4.335 3.723 -3.144 4.369 11.531
beta_H[10,7] 9.686 1.578 6.730 9.583 13.053
beta_H[11,7] 10.849 1.631 7.878 10.736 14.557
beta_H[12,7] 9.997 0.994 7.768 10.094 11.646
beta_H[13,7] 11.591 0.771 9.884 11.675 12.803
beta_H[14,7] 10.346 0.904 8.442 10.378 11.955
beta_H[15,7] 11.837 2.204 7.562 11.762 16.275
beta_H[16,7] 11.944 1.102 10.068 11.791 14.597
beta0_H[1] 8.714 13.696 -19.518 9.006 36.397
beta0_H[2] 10.333 7.651 -5.784 10.432 24.862
beta0_H[3] 10.191 8.928 -6.137 9.927 28.476
beta0_H[4] 7.351 183.918 -364.413 8.845 365.230
beta0_H[5] 4.073 29.890 -55.523 4.464 62.964
beta0_H[6] 9.168 55.962 -97.115 7.957 131.917
beta0_H[7] 10.400 137.978 -258.512 10.817 290.334
beta0_H[8] 7.304 38.851 -23.574 6.596 35.528
beta0_H[9] 7.974 118.886 -237.019 10.526 243.895
beta0_H[10] 8.133 35.527 -64.674 8.469 80.718
beta0_H[11] 9.586 48.626 -84.776 9.313 110.445
beta0_H[12] 6.714 13.370 -17.359 6.604 28.086
beta0_H[13] 9.930 10.730 -10.097 10.011 31.593
beta0_H[14] 6.697 11.488 -16.983 6.972 28.385
beta0_H[15] 8.254 105.264 -209.369 7.505 230.184
beta0_H[16] 7.797 20.231 -33.865 8.072 46.850